1 Load Libraries

library(viridis)
Warning: package ‘viridis’ was built under R version 4.2.3Loading required package: viridisLite
Warning: package ‘viridisLite’ was built under R version 4.2.3Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument

#Post-Invasion ## Load data This file is output from 03_diets_from_stomach_contents.Rmd

post.consumer.nmds <- read.csv("Outputs/Stomach Contents/Diet/Post-Invasion/post_nmds_consumers.csv")
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument

1.1 Format data for SIBER package

#create object that has dropped groups (not all rows that were dropped)
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
removed.consumers <- stomach.habitat.season[!(stomach.habitat.season$group %in% siber.data$group),]
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument

Create SIBER object, example sample sizes

#createSiberObject
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
global.siber <- createSiberObject(siber.data)
Warning: At least one of your groups has less than 5 observations.
          The absolute minimum sample size for each group is 3 in order
          for the various ellipses and corresponding metrics to be 
          calculated. More reasonably though, a minimum of 5 data points
          are required to calculate the two means and the 2x2 covariance 
          matrix and not run out of degrees of freedom. Check the item 
          named 'sample.sizes' in the object returned by this function 
          in order to locate the offending group. Bear in mind that NAs in 
          the sample.size matrix simply indicate groups that are not 
          present in that community, and is an acceptable data structure 
          for these analyses.Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
#write out table of sample sizes
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
write.csv(global.siber[["sample.sizes"]] %>% t(), "Outputs/Stomach Contents/Trophic Niche/Post-Invasion/siber_global_n_table_stomachs.csv")
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument

Visualize SIBER object

# Create lists of plotting arguments to be passed onwards to each 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
# of the three plotting functions.
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
community.hulls.args <- list(col = 1, lty = 1, lwd = 1)
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
group.ellipses.args  <- list(n = 100, p.interval = 0.95, lty = 1, lwd = 2)
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
group.hull.args      <- list(lty = 2, col = "grey20")
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
par(mfrow=c(1,1))
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
plotSiberObject(global.siber,
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
                ax.pad = 2, 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
                hulls = F, community.hulls.args, 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
                ellipses = T, group.ellipses.args,
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
                group.hulls = T, group.hull.args,
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
                bty = "L",
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
                iso.order = c(1,2),
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
                xlab = expression(d13C),
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
                ylab = expression(d15N)
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
)
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument

1.2 Calculate TA, SEA, and SEAc

global.ML <- groupMetricsML(global.siber)
Warning: NaNs producedWarning: NaNs producedWarning: NaNs producedError in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
print(global.ML)
     SRS_Marsh_Dry.C.uro1 SRS_Marsh_Dry.E.eve1 SRS_Marsh_Dry.E.glo1 SRS_Marsh_Dry.E.suc1 SRS_Marsh_Dry.F.chr1 SRS_Marsh_Dry.G.hol1
TA            0.001252622           0.07558610            0.4095575            0.1485589            0.9982900           0.04252190
SEA           0.001556821           0.04206251            0.3824250            0.1952394            0.4862619           0.03502125
SEAc          0.002335232           0.04907293            0.5099000            0.2928591            0.5557279           0.04377656
     SRS_Marsh_Dry.G.hol2 SRS_Marsh_Dry.H.for2 SRS_Marsh_Dry.H.let1 SRS_Marsh_Dry.H.lit1 SRS_Marsh_Dry.L.goo1 SRS_Marsh_Dry.L.goo2
TA            0.008647373           0.01414082            1.9475214          0.006322043          0.011644541            0.8230279
SEA           0.010752746           0.01358786            0.5513666          0.011466918          0.005598491            0.1549533
SEAc          0.014336995           0.01811715            0.5691526          0.022933836          0.005948396            0.1616904
     SRS_Marsh_Dry.L.mar1 SRS_Marsh_Dry.L.pun2 SRS_Marsh_Dry.R.gry1 SRS_Marsh_Dry.S.lac1 SRS_Marsh_Wet.C.bat1 SRS_Marsh_Wet.C.und1
TA              0.1323360            0.6730353            0.2634321           0.02923107            1.4593357            0.1800839
SEA             0.2400309            0.4936603            0.2181587           0.05301930            0.8567919            0.3266361
SEAc            0.4800619            0.5923924            0.2726983           0.10603861            0.9995906            0.6532723
     SRS_Marsh_Wet.C.uro1 SRS_Marsh_Wet.C.uro2 SRS_Marsh_Wet.E.suc1 SRS_Marsh_Wet.F.chr1 SRS_Marsh_Wet.G.hol1 SRS_Marsh_Wet.G.hol2
TA            0.004475145           0.03129033           0.04705993            1.8137478            0.2908201            1.2811412
SEA           0.001911445           0.04031549           0.08535727            0.6932349            0.1106854            0.4015693
SEAc          0.002058480           0.06047323           0.17071454            0.7510044            0.1176033            0.4266674
     SRS_Marsh_Wet.H.for1 SRS_Marsh_Wet.H.for2 SRS_Marsh_Wet.H.let1 SRS_Marsh_Wet.J.flo1 SRS_Marsh_Wet.L.goo1 SRS_Marsh_Wet.L.goo2
TA              0.3878965           0.06757812            0.8646135         0.000000e+00           0.29551255            0.5397746
SEA             0.2049944           0.06452674            0.2038337         1.291239e-09           0.08878240            0.2004657
SEAc            0.2391601           0.08603566            0.2130989         2.582479e-09           0.09512401            0.2147846
     SRS_Marsh_Wet.L.mac1 SRS_Marsh_Wet.L.mic1 SRS_Marsh_Wet.L.mic2 SRS_Marsh_Wet.L.pun2 SRS_Marsh_Wet.O.aur1 SRS_NP_Dry.F.chr1 SRS_NP_Dry.G.hol1
TA              1.8107905         7.689884e-06         6.552195e-05           0.04418207            0.4336553          2.158534      0.0015269157
SEA             0.7723108         1.394791e-05         1.188437e-04           0.08013742            0.2206457          1.825474      0.0009501055
SEAc            0.8237982         2.789581e-05         2.376873e-04           0.16027484            0.2482264          2.433965      0.0010858349
     SRS_NP_Dry.G.hol2 SRS_NP_Dry.H.for1 SRS_NP_Dry.H.for2 SRS_NP_Dry.L.goo1 SRS_NP_Dry.L.goo2 SRS_NP_Dry.P.lat2 SRS_NP_Wet.E.eve1 SRS_NP_Wet.G.hol1
TA          0.13185518      9.420281e-05      1.032404e-04      0.0007884438        0.09856447                 0         1.7528014        0.02519141
SEA         0.06568541      1.279538e-04      9.456322e-05      0.0005351115        0.08525426                 0         0.6056994        0.03730750
SEAc        0.07298379      1.919306e-04      1.260843e-04      0.0006421338        0.10230511                 0         0.6413288        0.05596125
     SRS_NP_Wet.G.hol2 SRS_NP_Wet.H.for1 SRS_NP_Wet.H.for2 SRS_Pond_Dry.A.nat1 SRS_Pond_Dry.A.nat2 SRS_Pond_Dry.A.nat3 SRS_Pond_Dry.A.nat4
TA          0.03538461         0.2345029         0.1015890          0.08307403                   0           0.2497199           0.3770075
SEA         0.06418058         0.2016806         0.1280374          0.15067962                 NaN           0.2339349           0.2340619
SEAc        0.12836117         0.2521007         0.1707165          0.30135923                 NaN           0.2924187           0.2730722
     SRS_Pond_Dry.E.suc2 SRS_Pond_Dry.F.chr1 SRS_Pond_Dry.G.hol1 SRS_Pond_Dry.G.hol2 SRS_Pond_Dry.H.for1 SRS_Pond_Dry.H.for2 SRS_Pond_Dry.H.lit1
TA          6.938894e-18           1.5234316           1.5150495           2.8457383           0.1301756          0.02196943          0.04053378
SEA                  NaN           0.7789338           0.6525182           0.9941296           0.1482638          0.03086624          0.03150864
SEAc                 NaN           0.8654820           0.6991267           1.0338948           0.1976851          0.04115499          0.03676008
     SRS_Pond_Dry.J.flo2 SRS_Pond_Dry.L.goo1 SRS_Pond_Dry.L.goo2 SRS_Pond_Dry.L.gul2 SRS_Pond_Dry.L.gul3 SRS_Pond_Dry.L.gul4 SRS_Pond_Dry.L.mar1
TA             0.3715855           0.2741502           0.6581333           0.6116540           0.8093715          0.07908698           0.5000114
SEA            0.6739815           0.1051434           0.1911146           0.3431941           0.5125961          0.11712473           0.3954521
SEAc           1.3479631           0.1104006           0.2002153           0.3922218           0.5858241          0.17568709           0.4745425
     SRS_Pond_Dry.L.pla1 SRS_Pond_Dry.L.pun2 SRS_Pond_Dry.P.lat2 SRS_Pond_Wet.A.cal2 SRS_Pond_Wet.C.uro1 SRS_Pond_Wet.E.eve1 SRS_Pond_Wet.E.glo1
TA             0.8175539           0.2293426           0.2339015          0.07295236         0.001541911           0.6388393        5.344319e-05
SEA            0.5722196           0.3396474           0.2939293          0.13232094         0.001639758           0.4302703        9.693522e-05
SEAc           0.6357995           0.5094712           0.3674117          0.26464187         0.002049698           0.5163244        1.938704e-04
     SRS_Pond_Wet.E.suc1 SRS_Pond_Wet.F.chr1 SRS_Pond_Wet.G.hol1 SRS_Pond_Wet.G.hol2 SRS_Pond_Wet.H.for1 SRS_Pond_Wet.H.for2 SRS_Pond_Wet.H.let1
TA            0.02455418           1.5388886           0.7971429           1.1819669           0.1658047          0.03604592          0.18821506
SEA           0.02579583           0.4646445           0.3268040           0.3905955           0.0934247          0.06538007          0.06786097
SEAc          0.03439444           0.4867704           0.3472293           0.4111531           0.1067711          0.13076014          0.07351606
     SRS_Pond_Wet.L.goo1 SRS_Pond_Wet.L.goo2 SRS_Pond_Wet.L.gul2 SRS_Pond_Wet.L.gul3 SRS_Pond_Wet.L.gul4 SRS_Pond_Wet.L.mac1 SRS_Pond_Wet.L.mic2
TA            0.26551749           1.2386880           0.7817562           0.9771948           0.2131265           0.6200728                   0
SEA           0.08619423           0.3184621           1.1281235           0.7274734           0.3865686           0.5201127                   0
SEAc          0.09098280           0.3371952           1.6921852           0.8313982           0.7731373           0.6501409                   0
     SRS_Pond_Wet.L.pla1 SRS_Pond_Wet.L.pla2 SRS_Pond_Wet.L.pun2 SRS_Pond_Wet.M.sal1 SRS_Pond_Wet.M.sia1 SRS_Pond_Wet.O.aur1 SRS_Pond_Wet.P.lat1
TA             1.7135690          0.06334676           0.5572423           0.3196648        0.000000e+00           0.1677636        0.000000e+00
SEA            0.9165857          0.09381409           0.3998694           0.3642255        1.359580e-08           0.2484514        1.224977e-09
SEAc           0.9999116          0.14072113           0.4798433           0.4370706        1.699475e-08           0.3726771        1.633303e-09
     SRS_Pond_Wet.P.lat2 SRS_Pond_Wet.T.mar1 TSL_Marsh_Dry.E.glo1 TSL_Marsh_Dry.F.chr1 TSL_Marsh_Dry.H.for1 TSL_Marsh_Dry.H.for2
TA            0.08263205                   0            0.5403473            0.4887086           0.03526574            0.2905959
SEA           0.08292497                 NaN            0.2758183            0.4128811           0.01902016            0.1629532
SEAc          0.09674580                 NaN            0.3152209            0.5505081           0.02074926            0.1833223
     TSL_Marsh_Dry.L.goo1 TSL_Marsh_Dry.L.goo2 TSL_Marsh_Wet.F.chr1 TSL_Marsh_Wet.G.hol1 TSL_Marsh_Wet.G.hol2 TSL_Marsh_Wet.H.for1
TA            0.014924198           0.15939345            1.6110500            0.5668184            1.5168403            0.3329676
SEA           0.003614567           0.04058646            0.7359352            0.2265175            0.5401846            0.2035400
SEAc          0.003778866           0.04220992            0.8279271            0.2416186            0.5817373            0.2261556
     TSL_Marsh_Wet.H.for2 TSL_Marsh_Wet.L.goo1 TSL_Marsh_Wet.L.goo2 TSL_NP_Wet.C.bim1 TSL_NP_Wet.E.eve1 TSL_NP_Wet.G.hol1 TSL_NP_Wet.H.for1
TA              0.1301798            0.3416347            0.4642188         0.2703017      0.0001549936         0.5346954         0.2612340
SEA             0.1290492            0.1234875            0.1470044         0.4902731      0.0002811273         0.4143179         0.1468574
SEAc            0.1720656            0.1312055            0.1568047         0.9805461      0.0005622547         0.4971815         0.1631748
     TSL_NP_Wet.H.for2 TSL_NP_Wet.L.goo1 TSL_NP_Wet.L.goo2 TSL_Pond_Dry.G.hol1 TSL_Pond_Dry.G.hol2 TSL_Pond_Dry.H.for2 TSL_Pond_Dry.L.goo1
TA          0.07713746        0.11223239        0.05911680           1.2892784           2.9237806         0.007759673         0.005750619
SEA         0.09398721        0.06462386        0.06167987           0.4663795           0.9054493         0.014074491         0.006689370
SEAc        0.14098081        0.07385584        0.08223983           0.4858119           0.9485659         0.028148981         0.010034055
     TSL_Pond_Dry.L.goo2 TSL_Pond_Dry.M.ber1 TSL_Pond_Dry.N.pet1 TSL_Pond_Wet.G.hol1 TSL_Pond_Wet.G.hol2 TSL_Pond_Wet.H.for2 TSL_Pond_Wet.L.goo1
TA             0.3423274           0.1106508           1.5372695           0.5360989           1.7281736         0.008241115           0.4166400
SEA            0.1596070           0.2006984           0.6416958           0.2127115           0.6643605         0.014947730           0.1414431
SEAc           0.1824079           0.4013968           0.6910570           0.2320489           0.7034405         0.029895459           0.1493011
     TSL_Pond_Wet.L.goo2 TSL_Pond_Wet.L.mac1 TSL_Pond_Wet.L.sic1 TSL_Pond_Wet.M.sal1 TSL_Pond_Wet.M.sia1 TSL_Pond_Wet.N.pet1 TSL_Pond_Wet.T.mar1
TA             0.9259922           0.8792575           0.6682930            3.039955           0.2004722          0.06686001           0.6368588
SEA            0.2809845           0.8134562           0.2104222            1.096649           0.1860558          0.03691730           0.2675803
SEAc           0.2965947           1.0846083           0.2204423            1.165190           0.2067287          0.04153196           0.3010278
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
write.csv(t(global.ML), file = "Outputs/Stomach Contents/Trophic Niche/Post-Invasion/all_spp_ML_stomachs.csv")
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument

1.3 Calculate Layman metrics

#calculate Layman metrics
post.layman.metrics <- communityMetricsML(global.siber)

1.4 SIBER model

Set up model parameters

#set up the model parameters 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
# options for running jags
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
parms <- list()
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
parms$n.iter <- 2 * 10^6   # number of iterations to run the model for
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
parms$n.burnin <- 1 * 10^4 # discard the first set of values
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
parms$n.thin <- 100     # thin the posterior by this many
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
parms$n.chains <- 2        # run this many chains
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
parms$save.output = T
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
parms$save.dir = getwd()
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
# define the priors
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
priors <- list()
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
priors$R <- 1 * diag(2)
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
priors$k <- 2
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
priors$tau.mu <- 1.0E-3
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument

Run SIBER model

# fit the ellipses which uses an Inverse Wishart prior
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
# on the covariance matrix Sigma, and a vague normal prior on the 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
# means. Fitting is via the JAGS method.
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
global.ellipses.posterior <- siberMVN(global.siber, parms, priors)
Compiling model graph
   Resolving undeclared variables
   Allocating nodes
Graph information:
   Observed stochastic nodes: 4
   Unobserved stochastic nodes: 3
   Total graph size: 19

Initializing model


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Compiling model graph
   Resolving undeclared variables
   Allocating nodes
Graph information:
   Observed stochastic nodes: 8
   Unobserved stochastic nodes: 3
   Total graph size: 23

Initializing model


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Compiling model graph
   Resolving undeclared variables
   Allocating nodes
Graph information:
   Observed stochastic nodes: 5
   Unobserved stochastic nodes: 3
   Total graph size: 20

Initializing model


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Compiling model graph
   Resolving undeclared variables
   Allocating nodes
Graph information:
   Observed stochastic nodes: 4
   Unobserved stochastic nodes: 3
   Total graph size: 19

Initializing model


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Compiling model graph
   Resolving undeclared variables
   Allocating nodes
Graph information:
   Observed stochastic nodes: 9
   Unobserved stochastic nodes: 3
   Total graph size: 24

Initializing model


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Compiling model graph
   Resolving undeclared variables
   Allocating nodes
Graph information:
   Observed stochastic nodes: 6
   Unobserved stochastic nodes: 3
   Total graph size: 21

Initializing model


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Compiling model graph
   Resolving undeclared variables
   Allocating nodes
Graph information:
   Observed stochastic nodes: 5
   Unobserved stochastic nodes: 3
   Total graph size: 20

Initializing model


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Compiling model graph
   Resolving undeclared variables
   Allocating nodes
Graph information:
   Observed stochastic nodes: 5
   Unobserved stochastic nodes: 3
   Total graph size: 20

Initializing model


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Compiling model graph
   Resolving undeclared variables
   Allocating nodes
Graph information:
   Observed stochastic nodes: 33
   Unobserved stochastic nodes: 3
   Total graph size: 48

Initializing model


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Compiling model graph
   Resolving undeclared variables
   Allocating nodes
Graph information:
   Observed stochastic nodes: 3
   Unobserved stochastic nodes: 3
   Total graph size: 18

Initializing model


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Compiling model graph
   Resolving undeclared variables
   Allocating nodes
Graph information:
   Observed stochastic nodes: 18
   Unobserved stochastic nodes: 3
   Total graph size: 33

Initializing model


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Compiling model graph
   Resolving undeclared variables
   Allocating nodes
Graph information:
   Observed stochastic nodes: 25
   Unobserved stochastic nodes: 3
   Total graph size: 40

Initializing model


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Compiling model graph
   Resolving undeclared variables
   Allocating nodes
Graph information:
   Observed stochastic nodes: 3
   Unobserved stochastic nodes: 3
   Total graph size: 18

Initializing model


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Compiling model graph
   Resolving undeclared variables
   Allocating nodes
Graph information:
   Observed stochastic nodes: 7
   Unobserved stochastic nodes: 3
   Total graph size: 22

Initializing model


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Compiling model graph
   Resolving undeclared variables
   Allocating nodes
Graph information:
   Observed stochastic nodes: 6
   Unobserved stochastic nodes: 3
   Total graph size: 21

Initializing model


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Compiling model graph
   Resolving undeclared variables
   Allocating nodes
Graph information:
   Observed stochastic nodes: 3
   Unobserved stochastic nodes: 3
   Total graph size: 18

Initializing model


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  |************************************************* |  98%Compiling model graph
   Resolving undeclared variables
   Allocating nodes
Graph information:
   Observed stochastic nodes: 8
   Unobserved stochastic nodes: 3
   Total graph size: 23

Initializing model


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Compiling model graph
   Resolving undeclared variables
   Allocating nodes
Graph information:
   Observed stochastic nodes: 3
   Unobserved stochastic nodes: 3
   Total graph size: 18

Initializing model


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  |************************************************* |  98%Compiling model graph
   Resolving undeclared variables
   Allocating nodes
Graph information:
   Observed stochastic nodes: 15
   Unobserved stochastic nodes: 3
   Total graph size: 30

Initializing model


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Compiling model graph
   Resolving undeclared variables
   Allocating nodes
Graph information:
   Observed stochastic nodes: 4
   Unobserved stochastic nodes: 3
   Total graph size: 19

Initializing model


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Compiling model graph
   Resolving undeclared variables
   Allocating nodes
Graph information:
   Observed stochastic nodes: 3
   Unobserved stochastic nodes: 3
   Total graph size: 18

Initializing model


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Compiling model graph
   Resolving undeclared variables
   Allocating nodes
Graph information:
   Observed stochastic nodes: 14
   Unobserved stochastic nodes: 3
   Total graph size: 29

Initializing model


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Compiling model graph
   Resolving undeclared variables
   Allocating nodes
Graph information:
   Observed stochastic nodes: 18
   Unobserved stochastic nodes: 3
   Total graph size: 33

Initializing model


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Compiling model graph
   Resolving undeclared variables
   Allocating nodes
Graph information:
   Observed stochastic nodes: 18
   Unobserved stochastic nodes: 3
   Total graph size: 33

Initializing model


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Compiling model graph
   Resolving undeclared variables
   Allocating nodes
Graph information:
   Observed stochastic nodes: 8
   Unobserved stochastic nodes: 3
   Total graph size: 23

Initializing model


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Compiling model graph
   Resolving undeclared variables
   Allocating nodes
Graph information:
   Observed stochastic nodes: 5
   Unobserved stochastic nodes: 3
   Total graph size: 20

Initializing model


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Compiling model graph
   Resolving undeclared variables
   Allocating nodes
Graph information:
   Observed stochastic nodes: 24
   Unobserved stochastic nodes: 3
   Total graph size: 39

Initializing model


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Compiling model graph
   Resolving undeclared variables
   Allocating nodes
Graph information:
   Observed stochastic nodes: 3
   Unobserved stochastic nodes: 3
   Total graph size: 18

Initializing model


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Compiling model graph
   Resolving undeclared variables
   Allocating nodes
Graph information:
   Observed stochastic nodes: 16
   Unobserved stochastic nodes: 3
   Total graph size: 31

Initializing model


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Compiling model graph
   Resolving undeclared variables
   Allocating nodes
Graph information:
   Observed stochastic nodes: 16
   Unobserved stochastic nodes: 3
   Total graph size: 31

Initializing model


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   Resolving undeclared variables
   Allocating nodes
Graph information:
   Observed stochastic nodes: 17
   Unobserved stochastic nodes: 3
   Total graph size: 32

Initializing model


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Compiling model graph
   Resolving undeclared variables
   Allocating nodes
Graph information:
   Observed stochastic nodes: 3
   Unobserved stochastic nodes: 3
   Total graph size: 18

Initializing model


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Compiling model graph
   Resolving undeclared variables
   Allocating nodes
Graph information:
   Observed stochastic nodes: 3
   Unobserved stochastic nodes: 3
   Total graph size: 18

Initializing model


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Compiling model graph
   Resolving undeclared variables
   Allocating nodes
Graph information:
   Observed stochastic nodes: 3
   Unobserved stochastic nodes: 3
   Total graph size: 18

Initializing model


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Compiling model graph
   Resolving undeclared variables
   Allocating nodes
Graph information:
   Observed stochastic nodes: 10
   Unobserved stochastic nodes: 3
   Total graph size: 25

Initializing model


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Compiling model graph
   Resolving undeclared variables
   Allocating nodes
Graph information:
   Observed stochastic nodes: 11
   Unobserved stochastic nodes: 3
   Total graph size: 26

Initializing model


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Compiling model graph
   Resolving undeclared variables
   Allocating nodes
Graph information:
   Observed stochastic nodes: 4
   Unobserved stochastic nodes: 3
   Total graph size: 19

Initializing model


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Compiling model graph
   Resolving undeclared variables
   Allocating nodes
Graph information:
   Observed stochastic nodes: 5
   Unobserved stochastic nodes: 3
   Total graph size: 20

Initializing model


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Compiling model graph
   Resolving undeclared variables
   Allocating nodes
Graph information:
   Observed stochastic nodes: 7
   Unobserved stochastic nodes: 3
   Total graph size: 22

Initializing model


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Compiling model graph
   Resolving undeclared variables
   Allocating nodes
Graph information:
   Observed stochastic nodes: 7
   Unobserved stochastic nodes: 3
   Total graph size: 22

Initializing model


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Compiling model graph
   Resolving undeclared variables
   Allocating nodes
Graph information:
   Observed stochastic nodes: 5
   Unobserved stochastic nodes: 3
   Total graph size: 20

Initializing model


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Compiling model graph
   Resolving undeclared variables
   Allocating nodes
Graph information:
   Observed stochastic nodes: 19
   Unobserved stochastic nodes: 3
   Total graph size: 34

Initializing model


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Compiling model graph
   Resolving undeclared variables
   Allocating nodes
Graph information:
   Observed stochastic nodes: 4
   Unobserved stochastic nodes: 3
   Total graph size: 19

Initializing model


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Compiling model graph
   Resolving undeclared variables
   Allocating nodes
Graph information:
   Observed stochastic nodes: 3
   Unobserved stochastic nodes: 3
   Total graph size: 18

Initializing model


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Compiling model graph
   Resolving undeclared variables
   Allocating nodes
Graph information:
   Observed stochastic nodes: 6
   Unobserved stochastic nodes: 3
   Total graph size: 21

Initializing model


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Compiling model graph
   Resolving undeclared variables
   Allocating nodes
Graph information:
   Observed stochastic nodes: 5
   Unobserved stochastic nodes: 3
   Total graph size: 20

Initializing model


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Compiling model graph
   Resolving undeclared variables
   Allocating nodes
Graph information:
   Observed stochastic nodes: 3
   Unobserved stochastic nodes: 3
   Total graph size: 18

Initializing model


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Compiling model graph
   Resolving undeclared variables
   Allocating nodes
Graph information:
   Observed stochastic nodes: 4
   Unobserved stochastic nodes: 3
   Total graph size: 19

Initializing model


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Compiling model graph
   Resolving undeclared variables
   Allocating nodes
Graph information:
   Observed stochastic nodes: 6
   Unobserved stochastic nodes: 3
   Total graph size: 21

Initializing model


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Compiling model graph
   Resolving undeclared variables
   Allocating nodes
Graph information:
   Observed stochastic nodes: 8
   Unobserved stochastic nodes: 3
   Total graph size: 23

Initializing model


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Compiling model graph
   Resolving undeclared variables
   Allocating nodes
Graph information:
   Observed stochastic nodes: 3
   Unobserved stochastic nodes: 3
   Total graph size: 18

Initializing model


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Compiling model graph
   Resolving undeclared variables
   Allocating nodes
Graph information:
   Observed stochastic nodes: 11
   Unobserved stochastic nodes: 3
   Total graph size: 26

Initializing model


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Compiling model graph
   Resolving undeclared variables
   Allocating nodes
Graph information:
   Observed stochastic nodes: 16
   Unobserved stochastic nodes: 3
   Total graph size: 31

Initializing model


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Compiling model graph
   Resolving undeclared variables
   Allocating nodes
Graph information:
   Observed stochastic nodes: 27
   Unobserved stochastic nodes: 3
   Total graph size: 42

Initializing model


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   Resolving undeclared variables
   Allocating nodes
Graph information:
   Observed stochastic nodes: 5
   Unobserved stochastic nodes: 3
   Total graph size: 20

Initializing model


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Compiling model graph
   Resolving undeclared variables
   Allocating nodes
Graph information:
   Observed stochastic nodes: 5
   Unobserved stochastic nodes: 3
   Total graph size: 20

Initializing model


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Compiling model graph
   Resolving undeclared variables
   Allocating nodes
Graph information:
   Observed stochastic nodes: 8
   Unobserved stochastic nodes: 3
   Total graph size: 23

Initializing model


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Compiling model graph
   Resolving undeclared variables
   Allocating nodes
Graph information:
   Observed stochastic nodes: 3
   Unobserved stochastic nodes: 3
   Total graph size: 18

Initializing model


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Compiling model graph
   Resolving undeclared variables
   Allocating nodes
Graph information:
   Observed stochastic nodes: 22
   Unobserved stochastic nodes: 3
   Total graph size: 37

Initializing model


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Compiling model graph
   Resolving undeclared variables
   Allocating nodes
Graph information:
   Observed stochastic nodes: 23
   Unobserved stochastic nodes: 3
   Total graph size: 38

Initializing model


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  |************************************************* |  98%Compiling model graph
   Resolving undeclared variables
   Allocating nodes
Graph information:
   Observed stochastic nodes: 9
   Unobserved stochastic nodes: 3
   Total graph size: 24

Initializing model


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Compiling model graph
   Resolving undeclared variables
   Allocating nodes
Graph information:
   Observed stochastic nodes: 9
   Unobserved stochastic nodes: 3
   Total graph size: 24

Initializing model


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Compiling model graph
   Resolving undeclared variables
   Allocating nodes
Graph information:
   Observed stochastic nodes: 4
   Unobserved stochastic nodes: 3
   Total graph size: 19

Initializing model


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Compiling model graph
   Resolving undeclared variables
   Allocating nodes
Graph information:
   Observed stochastic nodes: 7
   Unobserved stochastic nodes: 3
   Total graph size: 22

Initializing model


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Compiling model graph
   Resolving undeclared variables
   Allocating nodes
Graph information:
   Observed stochastic nodes: 11
   Unobserved stochastic nodes: 3
   Total graph size: 26

Initializing model


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Compiling model graph
   Resolving undeclared variables
   Allocating nodes
Graph information:
   Observed stochastic nodes: 6
   Unobserved stochastic nodes: 3
   Total graph size: 21

Initializing model


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Compiling model graph
   Resolving undeclared variables
   Allocating nodes
Graph information:
   Observed stochastic nodes: 3
   Unobserved stochastic nodes: 3
   Total graph size: 18

Initializing model


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Compiling model graph
   Resolving undeclared variables
   Allocating nodes
Graph information:
   Observed stochastic nodes: 6
   Unobserved stochastic nodes: 3
   Total graph size: 21

Initializing model


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  |************************************************* |  98%Compiling model graph
   Resolving undeclared variables
   Allocating nodes
Graph information:
   Observed stochastic nodes: 7
   Unobserved stochastic nodes: 3
   Total graph size: 22

Initializing model


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Compiling model graph
   Resolving undeclared variables
   Allocating nodes
Graph information:
   Observed stochastic nodes: 3
   Unobserved stochastic nodes: 3
   Total graph size: 18

Initializing model


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Compiling model graph
   Resolving undeclared variables
   Allocating nodes
Graph information:
   Observed stochastic nodes: 23
   Unobserved stochastic nodes: 3
   Total graph size: 38

Initializing model


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Compiling model graph
   Resolving undeclared variables
   Allocating nodes
Graph information:
   Observed stochastic nodes: 18
   Unobserved stochastic nodes: 3
   Total graph size: 33

Initializing model


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Compiling model graph
   Resolving undeclared variables
   Allocating nodes
Graph information:
   Observed stochastic nodes: 21
   Unobserved stochastic nodes: 3
   Total graph size: 36

Initializing model


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Compiling model graph
   Resolving undeclared variables
   Allocating nodes
Graph information:
   Observed stochastic nodes: 9
   Unobserved stochastic nodes: 3
   Total graph size: 24

Initializing model


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Initializing model


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Compiling model graph
   Resolving undeclared variables
   Allocating nodes
Graph information:
   Observed stochastic nodes: 14
   Unobserved stochastic nodes: 3
   Total graph size: 29

Initializing model


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Compiling model graph
   Resolving undeclared variables
   Allocating nodes
Graph information:
   Observed stochastic nodes: 20
   Unobserved stochastic nodes: 3
   Total graph size: 35

Initializing model


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Compiling model graph
   Resolving undeclared variables
   Allocating nodes
Graph information:
   Observed stochastic nodes: 19
   Unobserved stochastic nodes: 3
   Total graph size: 34

Initializing model


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Compiling model graph
   Resolving undeclared variables
   Allocating nodes
Graph information:
   Observed stochastic nodes: 4
   Unobserved stochastic nodes: 3
   Total graph size: 19

Initializing model


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Compiling model graph
   Resolving undeclared variables
   Allocating nodes
Graph information:
   Observed stochastic nodes: 9
   Unobserved stochastic nodes: 3
   Total graph size: 24

Initializing model


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Compiling model graph
   Resolving undeclared variables
   Allocating nodes
Graph information:
   Observed stochastic nodes: 3
   Unobserved stochastic nodes: 3
   Total graph size: 18

Initializing model


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Compiling model graph
   Resolving undeclared variables
   Allocating nodes
Graph information:
   Observed stochastic nodes: 6
   Unobserved stochastic nodes: 3
   Total graph size: 21

Initializing model


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Compiling model graph
   Resolving undeclared variables
   Allocating nodes
Graph information:
   Observed stochastic nodes: 4
   Unobserved stochastic nodes: 3
   Total graph size: 19

Initializing model


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Compiling model graph
   Resolving undeclared variables
   Allocating nodes
Graph information:
   Observed stochastic nodes: 13
   Unobserved stochastic nodes: 3
   Total graph size: 28

Initializing model


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Compiling model graph
   Resolving undeclared variables
   Allocating nodes
Graph information:
   Observed stochastic nodes: 4
   Unobserved stochastic nodes: 3
   Total graph size: 19

Initializing model


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Compiling model graph
   Resolving undeclared variables
   Allocating nodes
Graph information:
   Observed stochastic nodes: 7
   Unobserved stochastic nodes: 3
   Total graph size: 22

Initializing model


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Compiling model graph
   Resolving undeclared variables
   Allocating nodes
Graph information:
   Observed stochastic nodes: 7
   Unobserved stochastic nodes: 3
   Total graph size: 22

Initializing model


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Compiling model graph
   Resolving undeclared variables
   Allocating nodes
Graph information:
   Observed stochastic nodes: 6
   Unobserved stochastic nodes: 3
   Total graph size: 21

Initializing model


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Compiling model graph
   Resolving undeclared variables
   Allocating nodes
Graph information:
   Observed stochastic nodes: 4
   Unobserved stochastic nodes: 3
   Total graph size: 19

Initializing model


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Compiling model graph
   Resolving undeclared variables
   Allocating nodes
Graph information:
   Observed stochastic nodes: 5
   Unobserved stochastic nodes: 3
   Total graph size: 20

Initializing model


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Compiling model graph
   Resolving undeclared variables
   Allocating nodes
Graph information:
   Observed stochastic nodes: 8
   Unobserved stochastic nodes: 3
   Total graph size: 23

Initializing model


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Compiling model graph
   Resolving undeclared variables
   Allocating nodes
Graph information:
   Observed stochastic nodes: 5
   Unobserved stochastic nodes: 3
   Total graph size: 20

Initializing model


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Compiling model graph
   Resolving undeclared variables
   Allocating nodes
Graph information:
   Observed stochastic nodes: 9
   Unobserved stochastic nodes: 3
   Total graph size: 24

Initializing model


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Compiling model graph
   Resolving undeclared variables
   Allocating nodes
Graph information:
   Observed stochastic nodes: 5
   Unobserved stochastic nodes: 3
   Total graph size: 20

Initializing model


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Compiling model graph
   Resolving undeclared variables
   Allocating nodes
Graph information:
   Observed stochastic nodes: 13
   Unobserved stochastic nodes: 3
   Total graph size: 28

Initializing model


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Compiling model graph
   Resolving undeclared variables
   Allocating nodes
Graph information:
   Observed stochastic nodes: 10
   Unobserved stochastic nodes: 3
   Total graph size: 25

Initializing model


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Compiling model graph
   Resolving undeclared variables
   Allocating nodes
Graph information:
   Observed stochastic nodes: 24
   Unobserved stochastic nodes: 3
   Total graph size: 39

Initializing model


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Compiling model graph
   Resolving undeclared variables
   Allocating nodes
Graph information:
   Observed stochastic nodes: 27
   Unobserved stochastic nodes: 3
   Total graph size: 42

Initializing model


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Compiling model graph
   Resolving undeclared variables
   Allocating nodes
Graph information:
   Observed stochastic nodes: 10
   Unobserved stochastic nodes: 3
   Total graph size: 25

Initializing model


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Compiling model graph
   Resolving undeclared variables
   Allocating nodes
Graph information:
   Observed stochastic nodes: 17
   Unobserved stochastic nodes: 3
   Total graph size: 32

Initializing model


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Compiling model graph
   Resolving undeclared variables
   Allocating nodes
Graph information:
   Observed stochastic nodes: 15
   Unobserved stochastic nodes: 3
   Total graph size: 30

Initializing model


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Compiling model graph
   Resolving undeclared variables
   Allocating nodes
Graph information:
   Observed stochastic nodes: 11
   Unobserved stochastic nodes: 3
   Total graph size: 26

Initializing model


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Compiling model graph
   Resolving undeclared variables
   Allocating nodes
Graph information:
   Observed stochastic nodes: 5
   Unobserved stochastic nodes: 3
   Total graph size: 20

Initializing model


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Compiling model graph
   Resolving undeclared variables
   Allocating nodes
Graph information:
   Observed stochastic nodes: 18
   Unobserved stochastic nodes: 3
   Total graph size: 33

Initializing model


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Compiling model graph
   Resolving undeclared variables
   Allocating nodes
Graph information:
   Observed stochastic nodes: 17
   Unobserved stochastic nodes: 3
   Total graph size: 32

Initializing model


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Compiling model graph
   Resolving undeclared variables
   Allocating nodes
Graph information:
   Observed stochastic nodes: 3
   Unobserved stochastic nodes: 3
   Total graph size: 18

Initializing model


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Compiling model graph
   Resolving undeclared variables
   Allocating nodes
Graph information:
   Observed stochastic nodes: 3
   Unobserved stochastic nodes: 3
   Total graph size: 18

Initializing model


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Compiling model graph
   Resolving undeclared variables
   Allocating nodes
Graph information:
   Observed stochastic nodes: 7
   Unobserved stochastic nodes: 3
   Total graph size: 22

Initializing model


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Compiling model graph
   Resolving undeclared variables
   Allocating nodes
Graph information:
   Observed stochastic nodes: 11
   Unobserved stochastic nodes: 3
   Total graph size: 26

Initializing model


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Compiling model graph
   Resolving undeclared variables
   Allocating nodes
Graph information:
   Observed stochastic nodes: 4
   Unobserved stochastic nodes: 3
   Total graph size: 19

Initializing model


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Compiling model graph
   Resolving undeclared variables
   Allocating nodes
Graph information:
   Observed stochastic nodes: 9
   Unobserved stochastic nodes: 3
   Total graph size: 24

Initializing model


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Compiling model graph
   Resolving undeclared variables
   Allocating nodes
Graph information:
   Observed stochastic nodes: 5
   Unobserved stochastic nodes: 3
   Total graph size: 20

Initializing model


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Compiling model graph
   Resolving undeclared variables
   Allocating nodes
Graph information:
   Observed stochastic nodes: 26
   Unobserved stochastic nodes: 3
   Total graph size: 41

Initializing model


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Compiling model graph
   Resolving undeclared variables
   Allocating nodes
Graph information:
   Observed stochastic nodes: 23
   Unobserved stochastic nodes: 3
   Total graph size: 38

Initializing model


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Compiling model graph
   Resolving undeclared variables
   Allocating nodes
Graph information:
   Observed stochastic nodes: 3
   Unobserved stochastic nodes: 3
   Total graph size: 18

Initializing model


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Compiling model graph
   Resolving undeclared variables
   Allocating nodes
Graph information:
   Observed stochastic nodes: 4
   Unobserved stochastic nodes: 3
   Total graph size: 19

Initializing model


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Compiling model graph
   Resolving undeclared variables
   Allocating nodes
Graph information:
   Observed stochastic nodes: 9
   Unobserved stochastic nodes: 3
   Total graph size: 24

Initializing model


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Compiling model graph
   Resolving undeclared variables
   Allocating nodes
Graph information:
   Observed stochastic nodes: 3
   Unobserved stochastic nodes: 3
   Total graph size: 18

Initializing model


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Compiling model graph
   Resolving undeclared variables
   Allocating nodes
Graph information:
   Observed stochastic nodes: 15
   Unobserved stochastic nodes: 3
   Total graph size: 30

Initializing model


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Compiling model graph
   Resolving undeclared variables
   Allocating nodes
Graph information:
   Observed stochastic nodes: 13
   Unobserved stochastic nodes: 3
   Total graph size: 28

Initializing model


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Compiling model graph
   Resolving undeclared variables
   Allocating nodes
Graph information:
   Observed stochastic nodes: 19
   Unobserved stochastic nodes: 3
   Total graph size: 34

Initializing model


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Compiling model graph
   Resolving undeclared variables
   Allocating nodes
Graph information:
   Observed stochastic nodes: 3
   Unobserved stochastic nodes: 3
   Total graph size: 18

Initializing model


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Compiling model graph
   Resolving undeclared variables
   Allocating nodes
Graph information:
   Observed stochastic nodes: 20
   Unobserved stochastic nodes: 3
   Total graph size: 35

Initializing model


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Compiling model graph
   Resolving undeclared variables
   Allocating nodes
Graph information:
   Observed stochastic nodes: 20
   Unobserved stochastic nodes: 3
   Total graph size: 35

Initializing model


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Compiling model graph
   Resolving undeclared variables
   Allocating nodes
Graph information:
   Observed stochastic nodes: 5
   Unobserved stochastic nodes: 3
   Total graph size: 20

Initializing model


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Compiling model graph
   Resolving undeclared variables
   Allocating nodes
Graph information:
   Observed stochastic nodes: 18
   Unobserved stochastic nodes: 3
   Total graph size: 33

Initializing model


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Compiling model graph
   Resolving undeclared variables
   Allocating nodes
Graph information:
   Observed stochastic nodes: 11
   Unobserved stochastic nodes: 3
   Total graph size: 26

Initializing model


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  |************************************************* |  98%Compiling model graph
   Resolving undeclared variables
   Allocating nodes
Graph information:
   Observed stochastic nodes: 10
   Unobserved stochastic nodes: 3
   Total graph size: 25

Initializing model


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Compiling model graph
   Resolving undeclared variables
   Allocating nodes
Graph information:
   Observed stochastic nodes: 10
   Unobserved stochastic nodes: 3
   Total graph size: 25

Initializing model


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Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
#calculate posterior estimates of ellipses for all groups
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
SEA.B<-siberEllipses(global.ellipses.posterior)
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
colnames(SEA.B)<-names(global.ellipses.posterior)
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument

1.4.1 Extract SIBER output

#calculate credibility intervals
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
cr.p<-c(0.5, 0.95, 0.99) #vector of desired quantiles
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
#call hdrcde_hdr using lapply()
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
SEA.B.credibles<-lapply(
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  as.data.frame(SEA.B), 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  function(x,...){tmp<-hdrcde::hdr(x)$hdr},
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  prob = cr.p)
Warning: Binning grid too coarse for current (small) bandwidth: consider increasing 'gridsize'Warning: Binning grid too coarse for current (small) bandwidth: consider increasing 'gridsize'Warning: Binning grid too coarse for current (small) bandwidth: consider increasing 'gridsize'Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
#match up group names
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
names(SEA.B.credibles)<-colnames(global.ML)
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
#this carries through the row names from matrices in SEA.B.credibles
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
#they don't turn out all that clean though, so adding a column later with the same info
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
y <- do.call(function(...) {
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  tmp <- plyr::rbind.fill.matrix(...)
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  rownames(tmp) <- sapply(SEA.B.credibles, function(i) {
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
    rownames(i)
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  })
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  return(tmp)
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
}, SEA.B.credibles)
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
y
               1            2           3           4
99% 8.839193e-04 0.0166563532          NA          NA
95% 1.112711e-03 0.0102994163          NA          NA
50% 1.960522e-03 0.0041911035          NA          NA
99% 3.251093e-02 0.2325574066          NA          NA
95% 3.893819e-02 0.1739961597          NA          NA
50% 5.931204e-02 0.0987459983          NA          NA
99% 1.100113e-01 1.5282865564          NA          NA
95% 1.415282e-01 1.0109733072          NA          NA
50% 2.459253e-01 0.4754208665          NA          NA
99% 4.269473e-02 0.9343876426          NA          NA
95% 6.032146e-02 0.5788050518          NA          NA
50% 1.109088e-01 0.2363608335          NA          NA
99% 1.965008e-01 1.2516831088          NA          NA
95% 2.334241e-01 0.9431936670          NA          NA
50% 3.480625e-01 0.5618499937          NA          NA
99% 2.160228e-02 0.2313712481          NA          NA
95% 2.777511e-02 0.1593837429          NA          NA
50% 4.474274e-02 0.0811219009          NA          NA
99% 1.858066e-02 0.2485140555 0.250851349 0.259109731
95% 2.346115e-02 0.1677430242          NA          NA
50% 4.030350e-02 0.0784107256          NA          NA
99% 5.752697e-03 0.0776056624          NA          NA
95% 7.158050e-03 0.0514874211          NA          NA
50% 1.209172e-02 0.0236129380          NA          NA
99% 3.463642e-01 0.8711369081          NA          NA
95% 3.847476e-01 0.7700051834          NA          NA
50% 4.759864e-01 0.6047084072          NA          NA
99% 2.571024e-02 1.2773433254          NA          NA
95% 4.456136e-02 0.7149661751          NA          NA
50% 9.552952e-02 0.2356527042          NA          NA
99% 3.007995e-03 0.0107374310          NA          NA
95% 3.402439e-03 0.0089647180          NA          NA
50% 4.508334e-03 0.0063110952          NA          NA
99% 9.070060e-02 0.2658670835          NA          NA
95% 1.023977e-01 0.2293640600          NA          NA
50% 1.315157e-01 0.1727064823          NA          NA
99% 5.294391e-02 2.3960616674          NA          NA
95% 8.288121e-02 1.3064537123          NA          NA
50% 1.816190e-01 0.4485545166          NA          NA
99% 1.650048e-01 1.5146857370          NA          NA
95% 2.061408e-01 1.0709021309          NA          NA
50% 3.372567e-01 0.5843385333          NA          NA
99% 7.740037e-02 0.8437848770          NA          NA
95% 9.833793e-02 0.5830639616          NA          NA
50% 1.616961e-01 0.2943746358          NA          NA
99% 9.660495e-03 0.3403128852          NA          NA
95% 1.318245e-02 0.2004723840          NA          NA
50% 2.641410e-02 0.0653963613          NA          NA
99% 3.217610e-01 2.3787484040          NA          NA
95% 3.935075e-01 1.7632289838          NA          NA
50% 6.051957e-01 1.0094967366          NA          NA
99% 1.093996e-01 4.1845992340          NA          NA
95% 1.535451e-01 2.3262295960          NA          NA
50% 3.132035e-01 0.7825204120          NA          NA
99% 1.264338e-03 0.0050725052 0.005153530 0.005234555
95% 1.426387e-03 0.0041812320          NA          NA
50% 1.993561e-03 0.0028038097          NA          NA
99% 5.917146e-02 1.3019305833          NA          NA
95% 8.209219e-02 0.7813879939          NA          NA
50% 1.509202e-01 0.3226071648          NA          NA
99% 1.535377e-02 0.6798825548          NA          NA
95% 2.429716e-02 0.3838890474          NA          NA
50% 5.178821e-02 0.1282160084          NA          NA
99% 3.298130e-01 1.4373010891          NA          NA
95% 3.872898e-01 1.1643426412          NA          NA
50% 5.377362e-01 0.7821689361          NA          NA
99% 5.799958e-02 0.2090098718          NA          NA
95% 6.697789e-02 0.1754609353          NA          NA
50% 8.995472e-02 0.1249016138          NA          NA
99% 2.122630e-01 0.7702026271          NA          NA
95% 2.450365e-01 0.6436893146          NA          NA
50% 3.307516e-01 0.4595047165          NA          NA
99% 7.515220e-02 0.5706857140          NA          NA
95% 9.347496e-02 0.4235278469          NA          NA
50% 1.437855e-01 0.2394843406          NA          NA
99% 2.106855e-02 0.2893363731          NA          NA
95% 2.725958e-02 0.1936757671          NA          NA
50% 4.617418e-02 0.0901624718          NA          NA
99% 1.186151e-01 0.3531883265          NA          NA
95% 1.332616e-01 0.3031526338          NA          NA
50% 1.712900e-01 0.2266295448          NA          NA
99% 1.205104e-02 0.5527638349          NA          NA
95% 1.925705e-02 0.2978212164          NA          NA
50% 4.061294e-02 0.1004242532          NA          NA
99% 4.594164e-02 0.1757544972          NA          NA
95% 5.258739e-02 0.1446149708          NA          NA
50% 7.063513e-02 0.1002573897          NA          NA
99% 1.024945e-01 0.3977257154          NA          NA
95% 1.172152e-01 0.3277320925          NA          NA
50% 1.611468e-01 0.2276616854          NA          NA
99% 4.039107e-01 1.4897619682          NA          NA
95% 4.600682e-01 1.2354287560          NA          NA
50% 6.208453e-01 0.8712614355          NA          NA
99% 3.410718e-05 0.0013585366          NA          NA
95% 3.410718e-05 0.0006749577          NA          NA
50% 1.134492e-04 0.0002470417          NA          NA
99% 2.134596e-05 0.0008604226          NA          NA
95% 2.134596e-05 0.0004731565          NA          NA
50% 8.589032e-05 0.0001504347          NA          NA
99% 1.065759e-01 4.6851102245          NA          NA
95% 1.570896e-01 2.4797534217          NA          NA
50% 3.335231e-01 0.8224520543          NA          NA
99% 9.001044e-02 0.5424528599          NA          NA
95% 1.103392e-01 0.4200299210          NA          NA
50% 1.656192e-01 0.2602981634          NA          NA
99% 5.006529e-01 6.9763550803 7.337646822 7.535801896
95% 6.444389e-01 4.7452248730          NA          NA
50% 1.127166e+00 2.1950032973          NA          NA
99% 4.067872e-04 0.0025473540          NA          NA
95% 4.646404e-04 0.0018531162          NA          NA
50% 6.960530e-04 0.0011010251          NA          NA
99% 3.172719e-02 0.1675723111          NA          NA
95% 3.731016e-02 0.1318289296          NA          NA
50% 5.383615e-02 0.0824364867          NA          NA
99% 9.420558e-05 0.0021217041 0.002121704 0.002223079
95% 9.420558e-05 0.0013107047          NA          NA
50% 2.969554e-04 0.0006010802          NA          NA
99% 2.221874e-05 0.0004073893          NA          NA
95% 2.221874e-05 0.0002789991          NA          NA
50% 6.501547e-05 0.0001292106          NA          NA
99% 1.930454e-04 0.0016413302          NA          NA
95% 2.429863e-04 0.0011918625          NA          NA
50% 3.428680e-04 0.0006425131          NA          NA
99% 6.107446e-02 0.5321633667          NA          NA
95% 7.482467e-02 0.3845213777          NA          NA
50% 1.203573e-01 0.2079521391          NA          NA
99% 2.553740e-02 0.3621034666          NA          NA
95% 3.189212e-02 0.2344527281          NA          NA
50% 5.511271e-02 0.1086579041          NA          NA
99% 3.232005e-01 1.1139916322          NA          NA
95% 3.709676e-01 0.9458118469          NA          NA
50% 4.940976e-01 0.6782371467          NA          NA
99% 1.249650e-02 0.2507587558          NA          NA
95% 1.627471e-02 0.1547843969          NA          NA
50% 2.967403e-02 0.0635469072          NA          NA
99% 3.919447e-02 1.7546322893          NA          NA
95% 5.898493e-02 0.9145798658          NA          NA
50% 1.252547e-01 0.3101216870          NA          NA
99% 6.278786e-02 0.7216111495          NA          NA
95% 8.283819e-02 0.4951433489          NA          NA
50% 1.376378e-01 0.2493505431          NA          NA
99% 3.439055e-02 0.4934381226 0.524983354 0.536593388
95% 4.495979e-02 0.3311336808          NA          NA
50% 7.817967e-02 0.1527194265          NA          NA
99% 4.457172e-02 2.1767749092          NA          NA
95% 6.941818e-02 1.1144004927          NA          NA
50% 1.499367e-01 0.3756204280          NA          NA
99% 5.258370e-02 1.3692644587          NA          NA
95% 7.945220e-02 0.8350697629          NA          NA
50% 1.593452e-01 0.3397165436          NA          NA
99% 6.909959e-02 0.8019100817          NA          NA
95% 9.163105e-02 0.5578917477          NA          NA
50% 1.552143e-01 0.2817380612          NA          NA
99% 8.905987e-02 0.6562364161          NA          NA
95% 1.082246e-01 0.4816415501          NA          NA
50% 1.660039e-01 0.2756272570          NA          NA
99% 1.888410e-02 0.7813318354          NA          NA
95% 2.864166e-02 0.4349875292          NA          NA
50% 5.961547e-02 0.1477695817          NA          NA
99% 3.435647e-01 1.7931598987          NA          NA
95% 4.060402e-01 1.4006593587          NA          NA
50% 5.813109e-01 0.8902902201          NA          NA
99% 3.358984e-01 1.3170819152          NA          NA
95% 3.914646e-01 1.0899753097          NA          NA
50% 5.344862e-01 0.7571888266          NA          NA
99% 5.929663e-01 1.6710728005          NA          NA
95% 6.679262e-01 1.4577663497          NA          NA
50% 8.495304e-01 1.1088779092          NA          NA
99% 4.238392e-02 0.6117575907          NA          NA
95% 5.592127e-02 0.4073289474          NA          NA
50% 9.778464e-02 0.1902540677          NA          NA
99% 1.180881e-02 0.1575508512 0.160242403 0.167217520
95% 1.512596e-02 0.1067134962          NA          NA
50% 2.589587e-02 0.0499621053          NA          NA
99% 1.315768e-02 0.0962170840          NA          NA
95% 1.571357e-02 0.0712639777          NA          NA
50% 2.407211e-02 0.0401821786          NA          NA
99% 7.597366e-02 4.4208563678          NA          NA
95% 1.423667e-01 2.4547620090          NA          NA
50% 3.412863e-01 0.8384301253          NA          NA
99% 5.919363e-02 0.1876186069          NA          NA
95% 6.678630e-02 0.1605154467          NA          NA
50% 8.744606e-02 0.1176529618          NA          NA
99% 1.093794e-01 0.3352579544          NA          NA
95% 1.233102e-01 0.2863772908          NA          NA
50% 1.599327e-01 0.2137816695          NA          NA
99% 1.367716e-01 0.9263096917          NA          NA
95% 1.687134e-01 0.6967053603          NA          NA
50% 2.594214e-01 0.4167042165          NA          NA
99% 2.415090e-01 1.6103821538          NA          NA
95% 2.969349e-01 1.2196827040          NA          NA
50% 4.476126e-01 0.7264227337          NA          NA
99% 7.982698e-02 1.8057043163          NA          NA
95% 1.099615e-01 1.0788167463          NA          NA
50% 2.050729e-01 0.4408353654          NA          NA
99% 1.354177e-01 1.1985118782          NA          NA
95% 1.706487e-01 0.8637388592          NA          NA
50% 2.728795e-01 0.4716115024          NA          NA
99% 2.724751e-01 1.5065179900          NA          NA
95% 3.302456e-01 1.1787762301          NA          NA
50% 4.871176e-01 0.7435984721          NA          NA
99% 7.275085e-02 1.5666789122          NA          NA
95% 1.015085e-01 1.0034905691          NA          NA
50% 1.907094e-01 0.4070332544          NA          NA
99% 8.948397e-02 1.0147742127          NA          NA
95% 1.136333e-01 0.6956807816          NA          NA
50% 1.930525e-01 0.3513574274          NA          NA
99% 2.447548e-02 1.1579926143          NA          NA
95% 3.840200e-02 0.6379976750          NA          NA
50% 8.638646e-02 0.2127636754          NA          NA
99% 6.808129e-04 0.0069026874          NA          NA
95% 8.093970e-04 0.0047446615          NA          NA
50% 1.359860e-03 0.0024944051          NA          NA
99% 1.496488e-01 1.3279197458          NA          NA
95% 1.857421e-01 0.9494241676          NA          NA
50% 2.941147e-01 0.5120123120          NA          NA
99% 1.890780e-05 0.0007127429          NA          NA
95% 1.890780e-05 0.0003658254          NA          NA
50% 7.672739e-05 0.0001345470          NA          NA
99% 1.207518e-02 0.1620087495          NA          NA
95% 1.572631e-02 0.1119188217          NA          NA
50% 2.634906e-02 0.0516056816          NA          NA
99% 2.700307e-01 0.8222671675          NA          NA
95% 3.044782e-01 0.7050738787          NA          NA
50% 3.942036e-01 0.5243299988          NA          NA
99% 1.802251e-01 0.6442898216          NA          NA
95% 2.067320e-01 0.5411396284          NA          NA
50% 2.773070e-01 0.3849371144          NA          NA
99% 2.205680e-01 0.6997578542          NA          NA
95% 2.488732e-01 0.5981778381          NA          NA
50% 3.220708e-01 0.4359213865          NA          NA
99% 3.824667e-02 0.2409330525          NA          NA
95% 4.587063e-02 0.1852713188          NA          NA
50% 6.742440e-02 0.1095864400          NA          NA
99% 2.120332e-02 0.8416074221 0.872685694 0.890497395
95% 3.186792e-02 0.4663583207          NA          NA
50% 6.296150e-02 0.1569536579          NA          NA
99% 3.486135e-02 0.1482259441          NA          NA
95% 4.025985e-02 0.1211132139          NA          NA
50% 5.578103e-02 0.0810858259          NA          NA
99% 4.822250e-02 0.1597377269          NA          NA
95% 5.366698e-02 0.1333028354          NA          NA
50% 7.067304e-02 0.0964532077          NA          NA
99% 1.745459e-01 0.6014610761          NA          NA
95% 1.974005e-01 0.5046382874          NA          NA
50% 2.634828e-01 0.3617825420          NA          NA
99% 3.724426e-01 8.0885366087          NA          NA
95% 5.174663e-01 5.0329580174          NA          NA
50% 9.661947e-01 2.0487978404          NA          NA
99% 3.168584e-01 2.1439744624          NA          NA
 [ reached getOption("max.print") -- omitted 152 rows ]
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
#object with cleaned-up row names
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
interval<-rep(c("99%", "95%", "50%"), 134)
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
#replicated each name three times in sequence to match up with new data frame
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
seab.names<-data.frame(rep(names(SEA.B.credibles), each = 3))
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
colnames(seab.names)<-"names"
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
#seab.names<-separate(seab.names, col = names, into = c('hab.season', 'spp'), extra = "merge")
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
#combine names with new data frame
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
seab.cred.matrix<-data.frame(seab.names, interval, y)
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
colnames(seab.cred.matrix)<-c(colnames(seab.names), "interval", "lower", "upper")
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
#write out to a csv
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
write.csv(seab.cred.matrix, file = "Outputs/Stomach Contents/Trophic Niche/Post-Invasion/global.sc.SEA.B.credibles.csv")
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
# do similar to get the modes, taking care to pick up multimodal posterior
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
# distributions if present
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
SEA.B.modes<-lapply(
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  as.data.frame(SEA.B), 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  function(x,...){tmp<-hdrcde::hdr(x)$mode},
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  prob = cr.p, all.modes=T)
Warning: Binning grid too coarse for current (small) bandwidth: consider increasing 'gridsize'Warning: Binning grid too coarse for current (small) bandwidth: consider increasing 'gridsize'Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
#need to do the same as for the credible intervals to get the colnames to be
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
#the names not the numbers
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
write.csv(SEA.B.modes, file = "Outputs/Stomach Contents/Trophic Niche/Post-Invasion/global.sc.SEA.B.modes.csv")
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
#read back in
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
SEA.B.modes.matrix<-read.csv(file = "Outputs/Stomach Contents/Trophic Niche/Post-Invasion/global.sc.SEA.B.modes.csv", header = T, row.names = 1)
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
#change colnames
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
colnames(SEA.B.modes.matrix)<-colnames(global.ML)
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
#transpose this matrix
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
SEA.B.modes.matrix.t<-t(SEA.B.modes.matrix)
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
#change the name of what is now a single column to mode
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
colnames(SEA.B.modes.matrix.t)<-"mode"
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
#write out the final csv over the previous mode csv
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
write.csv(SEA.B.modes.matrix.t, file = "Outputs/Stomach Contents/Trophic Niche/Post-Invasion/global.sc.SEA.B.modes.csv")
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument

1.4.2 Slough, Habitat, Season Pairwise Comparisons

Use pairwise comparisons function from tRophicPosition package

#turn output into a list
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
SEA.B.list <- as.list(as.data.frame(SEA.B))
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
#do all pairwise comparisons with function from tRophicPosition package
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
SEA.B.pairwise <- pairwiseComparisons(SEA.B.list, print = F)
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
colnames(SEA.B.pairwise) <- rownames(SEA.B.pairwise)
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument

1.4.3 Niche Visualizations

Format data for plotting

post.plot.data <- SEA.B %>% as.data.frame() %>% 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  pivot_longer(everything(), names_to = "Slough_Habitat_Season_Species", values_to = "SEA_B") %>% 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  separate("Slough_Habitat_Season_Species", into = c("Slough_Habitat_Season", "Species"), 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
           sep = "[//.]", extra = "merge") %>% 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  separate(Slough_Habitat_Season, into = c("Slough", "Habitat", "Season"), sep = "_") %>% 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  filter(Habitat %in% c("Marsh", "NP", "Pond"))
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument

1.4.3.1 Habitat, Season, Slough, Plots

windowsFonts(Times = windowsFont("Times New Roman"))
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
(post.seab<-ggplot(post.plot.data, aes(x = Species, y = SEA_B, fill = Habitat))+
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
    geom_boxplot(outlier.size = 0,outlier.alpha = 0, lwd = 0.1, alpha = 0.5)+
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
    facet_wrap(~Slough*Season, scales = "free", ncol = 1)+
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
    scale_fill_viridis_d(aesthetics = "fill", option = "D", end = 0.75)+
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
    coord_cartesian(ylim = c(0, 2.5))+
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
    theme_bw(base_size = 12)+
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
    xlab(NULL)+
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
    ylab(expression("Stomach Content Niche Area - SEA"["b"]))+
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
    theme(text = element_text(family = "Times", size = 12),
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
          axis.text.x = element_text(angle = 45, vjust = 1.1, hjust = 1, size = 4),
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
          #panel.border = element_blank(), 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
          #panel.grid.major = element_blank(),
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
          #panel.grid.minor = element_blank(), 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
          axis.line = element_line(colour = "black"),
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
          axis.ticks.x = element_line(size = 0.05),
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
          axis.title = element_text(size = 12), axis.text.x.bottom = element_text(size = 7),
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
          axis.text.y = element_text(size = 7), axis.ticks.y = element_line(size = 0.2),
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
          legend.title = element_blank(), legend.text = element_text(size = 8),
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
          legend.key.size = unit(0.75, "line"))
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
)
ggsave(filename = "Figures/Stomach Contents/Trophic Niche/Post-Invasion/post_SEAb.tiff", 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
       plot = post.seab, dpi = 600, width = 150, height = 225, units = "mm")

post.plot.data.seasonal.comparisons <- post.plot.data %>% 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  filter(#filter for SRS marsh species size classes with seasonal comparisons
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
          Species %in% c("C.uro1", "E.suc1", "F.chr1", "G.hol1", "G.hol2", "H.for2", "H.let1", "L.goo1", "L.goo2", "L.pun2") &
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
           Slough == "SRS" & Habitat == "Marsh" |
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
            #now for SRS near-pond species
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
            Species %in% c("G.hol1", "G.hol2", "H.for1", "H.for2") & Slough == "SRS" & Habitat == "NP" |
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
              #now for SRS pond species
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
            Species %in% c("F.chr1", "G.hol1", "G.hol2", "H.for1", "H.for2", "L.goo1", "L.goo2", "L.gul2", "L.gul3", "L.gul4",
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
                           "L.pla1", "L.pun2", "P.lat2") & Slough == "SRS" & Habitat == "Pond" |
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
            #now do the same for TSL
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
            Species %in% c("F.chr1", "H.for1", "H.for2", "L.goo1", "L.goo2") &
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
            Slough == "TSL" & Habitat == "Marsh" |
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
            #no NP dry season TSL data - skip NP 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
            Species %in% c("G.hol1", "G.hol2", "H.for2", "L.goo1", "L.goo2", "N.pet1") & Slough == "TSL" & Habitat == "Pond"
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
           )
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
(post.seab.season.plot<-ggplot(post.plot.data.seasonal.comparisons %>% 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
                                 mutate(Season = fct_rev(Season)),
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
                               aes(x = Species, y = SEA_B, fill = Season))+
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
    geom_boxplot(outlier.size = 0,outlier.alpha = 0, lwd = 0.1, alpha = 0.8)+
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
    facet_grid(Slough ~ Habitat, scales = "free")+
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
    scale_fill_viridis_d(aesthetics = "fill", begin = 0.2, end = 0.88)+
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
    coord_cartesian(ylim = c(0, 1.25))+
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
    theme_bw(base_size = 12)+
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
    xlab(NULL)+
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
    ylab(expression("Stomach Content Niche Area - SEA"["b"]))+
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
    theme(text = element_text(family = "Times", size = 12),
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
          axis.text.x = element_text(angle = 45, vjust = 1.1, hjust = 1, size = 4),
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
          #panel.border = element_blank(), 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
          #panel.grid.major = element_blank(),
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
          #panel.grid.minor = element_blank(), 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
          axis.line = element_line(colour = "black"),
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
          axis.ticks.x = element_line(size = 0.05),
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
          axis.title = element_text(size = 12), axis.text.x.bottom = element_text(size = 7),
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
          axis.text.y = element_text(size = 7), axis.ticks.y = element_line(size = 0.2),
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
          legend.title = element_blank(), legend.text = element_text(size = 8),
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
          legend.key.size = unit(0.75, "line"))
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
)
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
ggsave(filename = "Figures/Stomach Contents/Trophic Niche/Post-Invasion/post_SEAb_seasonal_comparisons.tiff", 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
       plot = post.seab.season.plot,
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
       dpi = 600, height = 150, width = 225, units = "mm")
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument

1.4.3.2 Niche Ellipses

(sc.niche.ellipse.plot <- ggplot(post.consumer.nmds %>% 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
                                   filter(size_class %in% c("G.hol2", "L.goo2"),
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
                                          Habitat != "Sawgrass",
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
                                          !(Habitat == "NP" & Slough == "TSL")) %>% 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
                                   mutate(Species = case_when(
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
                                     size_class == "G.hol2" ~ "Eastern Mosquitofish (adults)",
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
                                     size_class == "L.goo2" ~ "Bluefin Killifish (adults)"
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
                                   )), 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
                                 aes(x = MDS1, y = MDS2, color = Season, fill = Season))+
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
    #geom_point()+
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
    stat_conf_ellipse(geom = "polygon", alpha = 0.8)+
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
    facet_grid(Species ~ Habitat*Slough)+
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
    labs(y = "MDS2", x = "MDS1")+
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
    scale_fill_viridis_d(end = 0.8)+
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
    scale_color_viridis_d(end = 0.8)+
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
    coord_fixed()+
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
    theme_bw()+
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
    theme(axis.text.x = element_text(size = 6, angle = 45, hjust = 1),
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
          panel.spacing.x = unit(0.75, "lines"))
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
)
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
ggsave(filename = "Figures/Stomach Contents/Trophic Niche/Post-Invasion/sc_niche_ellipse_plot.tiff", 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
       plot = sc.niche.ellipse.plot,
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
       height = 150, width = 200, units = "mm", dpi = 300)
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument

1.4.4 Seasonal Pairwise Comparisons

Reformat to have seasonal comparisons within each slough-habitat level

1.4.4.1 SRS Marsh Wet-Dry Comparisons

srs.marsh.wet.dry.pairwise <- SEA.B.pairwise %>% as.data.frame() %>% 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  rownames_to_column(var = "Slough_Habitat_Season_SizeClass") %>% 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  separate(Slough_Habitat_Season_SizeClass, into = c("Slough", "Habitat", "Season_SizeClass"), sep = "_") %>%
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  separate(Season_SizeClass, into = c("Season", "SizeClass"), sep = 3) %>% 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  mutate(SizeClass = gsub("^.", "", SizeClass)) %>% 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  mutate(Slough  = gsub("\\[[[0-9]+] ", "", Slough)) %>% 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  filter(Slough == "SRS", Habitat == "Marsh", Season == "Wet") %>% 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  #unite(Slough_Habitat_Season_SizeClass, c("Slough", "Habitat", "Season_SizeClass"), sep = "_") %>% 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  select(-c(Slough, Habitat, Season)) %>% 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  column_to_rownames(var = "SizeClass") %>% 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  t() %>% as.data.frame() %>% 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  rownames_to_column(var = "Slough_Habitat_Season_SizeClass") %>% 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  separate(Slough_Habitat_Season_SizeClass, into = c("Slough", "Habitat", "Season_SizeClass"), sep = "_") %>%
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  separate(Season_SizeClass, into = c("Season", "SizeClass"), sep = 3) %>% 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  mutate(SizeClass = gsub("^.", "", SizeClass)) %>% 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  mutate(Slough  = gsub("\\[[[0-9]+] ", "", Slough)) %>% 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  filter(Slough == "SRS", Habitat == "Marsh", Season == "Dry") %>% 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  filter(SizeClass %in% colnames(.)) %>% 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  select(Slough, Habitat, Season, SizeClass, matches(.$SizeClass)) %>% 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  unite(Slough_Habitat_Season_SizeClass, c("Slough", "Habitat", "Season", "SizeClass"), sep = "_") %>% 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  column_to_rownames(var = "Slough_Habitat_Season_SizeClass")
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
#format modes to bind with pairwise probs
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
srs.marsh.modes.wide <- SEA.B.modes.matrix.t %>% as.data.frame() %>% 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  rownames_to_column(var = "Slough_Habitat_Season_SizeClass") %>% 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  separate(Slough_Habitat_Season_SizeClass, into = c("Slough", "Habitat", "Season_SizeClass"), sep = "_") %>%
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  separate(Season_SizeClass, into = c("Season", "Size Class"), sep = 3) %>% 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  mutate(`Size Class` = gsub("^.", "", `Size Class`)) %>% 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  mutate(Slough  = gsub("\\[[[0-9]+] ", "", Slough)) %>% 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  filter(Slough == "SRS", Habitat == "Marsh") %>% 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  pivot_wider(id_cols = `Size Class`, names_from = Season, values_from = mode) %>% 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  filter(!is.na(Wet), !is.na(Dry))
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
srs.marsh.wet.dry.direct.pairwise <- srs.marsh.wet.dry.pairwise %>% as.matrix() %>% 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  diag() %>% as.data.frame() %>% 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  mutate(Slough_Habitat_Season_SizeClass = rownames(srs.marsh.wet.dry.pairwise)) %>% 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  separate(Slough_Habitat_Season_SizeClass, into = c("Slough", "Habitat", "Season", "Size Class"), sep = "_") %>% 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  filter(!`Size Class` %in% c("Green Algae", "FLOC", "PERMAT", "PEREPI")) %>% 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  merge(., srs.marsh.modes.wide, by = "Size Class") %>% 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  select(`Size Class`, contains("Wet"), contains("Dry"), everything()) %>% select(-c(Season)) %>% 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  rename(`Dry < Wet` = ".") %>% 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  mutate(#`Pre > Post` = 1 - `Pre < Post`,
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
    Direction = case_when(
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
      `Dry < Wet` >= 0.95 ~ "Decrease",
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
      `Dry < Wet` < 0.05 ~ "Increase",
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
      `Dry < Wet` > 0.05 | `Dry < Wet` < 0.95 ~ "No Change"),
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
    `Percent Change` = ((Wet-Dry)/Dry)*100,
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
    `Size Class` = case_when(
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
      `Size Class` == "CELSPP" ~ "Celithimus spp.",
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
      `Size Class` == "PALPAL" ~ "P. paludosus",
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
      `Size Class` == "PELFEM" ~ "P. femoratus",
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
      TRUE ~ `Size Class`)) %>% 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  mutate(across(where(is.numeric), round, digits = 2)) %>% 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  select(Slough, Habitat, `Size Class`, Wet, Dry, `Dry < Wet`, `Percent Change`)
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
#write this out to excel
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
write.csv(srs.marsh.wet.dry.direct.pairwise, file = "srs_marsh_wet_dry_SEAB_prob_diff.csv", row.names = F)
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument

1.4.4.2 SRS Near Pond Wet-Dry Comparisons

srs.np.wet.dry.pairwise <- SEA.B.pairwise %>% as.data.frame() %>% 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  rownames_to_column(var = "Slough_Habitat_Season_SizeClass") %>% 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  separate(Slough_Habitat_Season_SizeClass, into = c("Slough", "Habitat", "Season_SizeClass"), sep = "_") %>%
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  separate(Season_SizeClass, into = c("Season", "SizeClass"), sep = 3) %>% 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  mutate(SizeClass = gsub("^.", "", SizeClass)) %>% 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  mutate(Slough  = gsub("\\[[[0-9]+] ", "", Slough)) %>% 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  filter(Slough == "SRS", Habitat == "NP", Season == "Wet") %>% 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  #unite(Slough_Habitat_Season_SizeClass, c("Slough", "Habitat", "Season_SizeClass"), sep = "_") %>% 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  select(-c(Slough, Habitat, Season)) %>% 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  column_to_rownames(var = "SizeClass") %>% 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  t() %>% as.data.frame() %>% 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  rownames_to_column(var = "Slough_Habitat_Season_SizeClass") %>% 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  separate(Slough_Habitat_Season_SizeClass, into = c("Slough", "Habitat", "Season_SizeClass"), sep = "_") %>%
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  separate(Season_SizeClass, into = c("Season", "SizeClass"), sep = 3) %>% 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  mutate(SizeClass = gsub("^.", "", SizeClass)) %>% 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  mutate(Slough  = gsub("\\[[[0-9]+] ", "", Slough)) %>% 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  filter(Slough == "SRS", Habitat == "NP", Season == "Dry") %>% 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  filter(SizeClass %in% colnames(.)) %>% 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  select(Slough, Habitat, Season, SizeClass, matches(.$SizeClass)) %>% 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  unite(Slough_Habitat_Season_SizeClass, c("Slough", "Habitat", "Season", "SizeClass"), sep = "_") %>% 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  column_to_rownames(var = "Slough_Habitat_Season_SizeClass")
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
#format modes to bind with pairwise probs
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
srs.np.modes.wide <- SEA.B.modes.matrix.t %>% as.data.frame() %>% 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  rownames_to_column(var = "Slough_Habitat_Season_SizeClass") %>% 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  separate(Slough_Habitat_Season_SizeClass, into = c("Slough", "Habitat", "Season_SizeClass"), sep = "_") %>%
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  separate(Season_SizeClass, into = c("Season", "Size Class"), sep = 3) %>% 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  mutate(`Size Class` = gsub("^.", "", `Size Class`)) %>% 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  mutate(Slough  = gsub("\\[[[0-9]+] ", "", Slough)) %>% 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  filter(Slough == "SRS", Habitat == "NP") %>% 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  pivot_wider(id_cols = `Size Class`, names_from = Season, values_from = mode) %>% 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  filter(!is.na(Wet), !is.na(Dry))
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
srs.np.wet.dry.direct.pairwise <- srs.np.wet.dry.pairwise %>% as.matrix() %>% 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  diag() %>% as.data.frame() %>% 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  mutate(Slough_Habitat_Season_SizeClass = rownames(srs.np.wet.dry.pairwise)) %>% 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  separate(Slough_Habitat_Season_SizeClass, into = c("Slough", "Habitat", "Season", "Size Class"), sep = "_") %>% 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  filter(!`Size Class` %in% c("Green Algae", "FLOC", "PERMAT", "PEREPI")) %>% 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  merge(., srs.np.modes.wide, by = "Size Class") %>% 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  select(`Size Class`, contains("Wet"), contains("Dry"), everything()) %>% select(-c(Season)) %>% 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  rename(`Dry < Wet` = ".") %>% 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  mutate(#`Pre > Post` = 1 - `Pre < Post`,
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
    Direction = case_when(
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
      `Dry < Wet` >= 0.95 ~ "Decrease",
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
      `Dry < Wet` < 0.05 ~ "Increase",
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
      `Dry < Wet` > 0.05 | `Dry < Wet` < 0.95 ~ "No Change"),
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
    `Percent Change` = ((Wet-Dry)/Dry)*100,
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
    `Size Class` = case_when(
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
      `Size Class` == "CELSPP" ~ "Celithimus spp.",
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
      `Size Class` == "PALPAL" ~ "P. paludosus",
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
      `Size Class` == "PELFEM" ~ "P. femoratus",
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
      `Size Class` == "PROFAL" ~ "P. fallax",
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
      TRUE ~ `Size Class`)) %>% 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  mutate(across(where(is.numeric), round, digits = 2)) %>% 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  select(Slough, Habitat, `Size Class`, Wet, Dry, `Dry < Wet`, `Percent Change`)
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
#write this out to excel
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
write.csv(srs.np.wet.dry.direct.pairwise, 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
          file = "Outputs/Stomach Contents/Trophic Niche/Post-Invasion/srs_np_wet_dry_SEAB_prob_diff.csv",
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
          row.names = F)
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument

1.4.4.3 SRS Pond Wet-Dry Comparisons

srs.pond.wet.dry.pairwise <- SEA.B.pairwise %>% as.data.frame() %>% 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  rownames_to_column(var = "Slough_Habitat_Season_SizeClass") %>% 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  separate(Slough_Habitat_Season_SizeClass, into = c("Slough", "Habitat", "Season_SizeClass"), sep = "_") %>%
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  separate(Season_SizeClass, into = c("Season", "SizeClass"), sep = 3) %>% 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  mutate(SizeClass = gsub("^.", "", SizeClass)) %>% 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  mutate(Slough  = gsub("\\[[[0-9]+] ", "", Slough)) %>% 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  filter(Slough == "SRS", Habitat == "Pond", Season == "Wet") %>% 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  #unite(Slough_Habitat_Season_SizeClass, c("Slough", "Habitat", "Season_SizeClass"), sep = "_") %>% 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  select(-c(Slough, Habitat, Season)) %>% 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  column_to_rownames(var = "SizeClass") %>% 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  t() %>% as.data.frame() %>% 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  rownames_to_column(var = "Slough_Habitat_Season_SizeClass") %>% 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  separate(Slough_Habitat_Season_SizeClass, into = c("Slough", "Habitat", "Season_SizeClass"), sep = "_") %>%
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  separate(Season_SizeClass, into = c("Season", "SizeClass"), sep = 3) %>% 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  mutate(SizeClass = gsub("^.", "", SizeClass)) %>% 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  mutate(Slough  = gsub("\\[[[0-9]+] ", "", Slough)) %>% 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  filter(Slough == "SRS", Habitat == "Pond", Season == "Dry") %>% 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  filter(SizeClass %in% colnames(.)) %>% 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  select(Slough, Habitat, Season, SizeClass, matches(.$SizeClass)) %>% 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  unite(Slough_Habitat_Season_SizeClass, c("Slough", "Habitat", "Season", "SizeClass"), sep = "_") %>% 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  column_to_rownames(var = "Slough_Habitat_Season_SizeClass")
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
#format modes to bind with pairwise probs
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
srs.pond.modes.wide <- SEA.B.modes.matrix.t %>% as.data.frame() %>% 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  rownames_to_column(var = "Slough_Habitat_Season_SizeClass") %>% 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  separate(Slough_Habitat_Season_SizeClass, into = c("Slough", "Habitat", "Season_SizeClass"), sep = "_") %>%
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  separate(Season_SizeClass, into = c("Season", "Size Class"), sep = 3) %>% 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  mutate(`Size Class` = gsub("^.", "", `Size Class`)) %>% 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  mutate(Slough  = gsub("\\[[[0-9]+] ", "", Slough)) %>% 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  filter(Slough == "SRS", Habitat == "Pond") %>% 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  pivot_wider(id_cols = `Size Class`, names_from = Season, values_from = mode) %>% 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  filter(!is.na(Wet), !is.na(Dry))
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
srs.pond.wet.dry.direct.pairwise <- srs.pond.wet.dry.pairwise %>% as.matrix() %>% 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  diag() %>% as.data.frame() %>% 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  mutate(Slough_Habitat_Season_SizeClass = rownames(srs.pond.wet.dry.pairwise)) %>% 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  separate(Slough_Habitat_Season_SizeClass, into = c("Slough", "Habitat", "Season", "Size Class"), sep = "_") %>% 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  filter(!`Size Class` %in% c("Green Algae", "FLOC", "PERMAT", "PEREPI")) %>% 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  merge(., srs.pond.modes.wide, by = "Size Class") %>% 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  select(`Size Class`, contains("Wet"), contains("Dry"), everything()) %>% select(-c(Season)) %>% 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  rename(`Dry < Wet` = ".") %>% 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  mutate(#`Pre > Post` = 1 - `Pre < Post`,
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
    Direction = case_when(
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
      `Dry < Wet` >= 0.95 ~ "Decrease",
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
      `Dry < Wet` < 0.05 ~ "Increase",
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
      `Dry < Wet` > 0.05 | `Dry < Wet` < 0.95 ~ "No Change"),
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
    `Percent Change` = ((Wet-Dry)/Dry)*100,
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
    `Size Class` = case_when(
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
      `Size Class` == "CELSPP" ~ "Celithimus spp.",
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
      `Size Class` == "PALPAL" ~ "P. paludosus",
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
      `Size Class` == "PELFEM" ~ "P. femoratus",
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
      `Size Class` == "PROFAL" ~ "P. fallax",
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
      `Size Class` == "PROALL" ~ "P. alleni",
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
      `Size Class` == "BRAGRA" ~ "B. gravida",
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
      TRUE ~ `Size Class`)) %>% 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  mutate(across(where(is.numeric), round, digits = 2)) %>% 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  select(Slough, Habitat, `Size Class`, Wet, Dry, `Dry < Wet`, `Percent Change`)
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
#write this out to excel
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
write.csv(srs.pond.wet.dry.direct.pairwise, 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
          file = "Outputs/Stomach Contents/Trophic Niche/Post-Invasion/Stomach Contentssrs_pond_wet_dry_SEAB_prob_diff.csv",
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
          row.names = F)
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument

1.4.4.4 TSL Marsh Wet-Dry Comparisons

tsl.marsh.wet.dry.pairwise <- SEA.B.pairwise %>% as.data.frame() %>% 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  rownames_to_column(var = "Slough_Habitat_Season_SizeClass") %>% 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  separate(Slough_Habitat_Season_SizeClass, into = c("Slough", "Habitat", "Season_SizeClass"), sep = "_") %>%
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  separate(Season_SizeClass, into = c("Season", "SizeClass"), sep = 3) %>% 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  mutate(SizeClass = gsub("^.", "", SizeClass)) %>% 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  mutate(Slough  = gsub("\\[[[0-9]+] ", "", Slough)) %>% 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  filter(Slough == "TSL", Habitat == "Marsh", Season == "Wet") %>% 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  #unite(Slough_Habitat_Season_SizeClass, c("Slough", "Habitat", "Season_SizeClass"), sep = "_") %>% 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  select(-c(Slough, Habitat, Season)) %>% 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  column_to_rownames(var = "SizeClass") %>% 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  t() %>% as.data.frame() %>% 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  rownames_to_column(var = "Slough_Habitat_Season_SizeClass") %>% 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  separate(Slough_Habitat_Season_SizeClass, into = c("Slough", "Habitat", "Season_SizeClass"), sep = "_") %>%
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  separate(Season_SizeClass, into = c("Season", "SizeClass"), sep = 3) %>% 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  mutate(SizeClass = gsub("^.", "", SizeClass)) %>% 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  mutate(Slough  = gsub("\\[[[0-9]+] ", "", Slough)) %>% 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  filter(Slough == "TSL", Habitat == "Marsh", Season == "Dry") %>% 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  filter(SizeClass %in% colnames(.)) %>% 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  select(Slough, Habitat, Season, SizeClass, matches(.$SizeClass)) %>% 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  unite(Slough_Habitat_Season_SizeClass, c("Slough", "Habitat", "Season", "SizeClass"), sep = "_") %>% 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  column_to_rownames(var = "Slough_Habitat_Season_SizeClass")
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
#format modes to bind with pairwise probs
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
tsl.marsh.modes.wide <- SEA.B.modes.matrix.t %>% as.data.frame() %>% 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  rownames_to_column(var = "Slough_Habitat_Season_SizeClass") %>% 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  separate(Slough_Habitat_Season_SizeClass, into = c("Slough", "Habitat", "Season_SizeClass"), sep = "_") %>%
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  separate(Season_SizeClass, into = c("Season", "Size Class"), sep = 3) %>% 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  mutate(`Size Class` = gsub("^.", "", `Size Class`)) %>% 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  mutate(Slough  = gsub("\\[[[0-9]+] ", "", Slough)) %>% 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  filter(Slough == "TSL", Habitat == "Marsh") %>% 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  pivot_wider(id_cols = `Size Class`, names_from = Season, values_from = mode) %>% 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  filter(!is.na(Wet), !is.na(Dry))
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
tsl.marsh.wet.dry.direct.pairwise <- tsl.marsh.wet.dry.pairwise %>% as.matrix() %>% 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  diag() %>% as.data.frame() %>% 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  mutate(Slough_Habitat_Season_SizeClass = rownames(tsl.marsh.wet.dry.pairwise)) %>% 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  separate(Slough_Habitat_Season_SizeClass, into = c("Slough", "Habitat", "Season", "Size Class"), sep = "_") %>% 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  filter(!`Size Class` %in% c("Green Algae", "FLOC", "PERMAT", "PEREPI")) %>% 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  merge(., tsl.marsh.modes.wide, by = "Size Class") %>% 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  select(`Size Class`, contains("Wet"), contains("Dry"), everything()) %>% select(-c(Season)) %>% 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  rename(`Dry < Wet` = ".") %>% 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
    Direction = case_when(
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
      `Dry < Wet` > 0.05 | `Dry < Wet` < 0.95 ~ "No Change"),
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
    `Percent Change` = ((Wet-Dry)/Dry)*100,
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
    `Size Class` = case_when(
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
      `Size Class` == "BLUE MITE" ~ "Hydrachnidia",
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
      `Size Class` == "CELSPP" ~ "Celithimus spp.",
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
      `Size Class` == "PALPAL" ~ "P. paludosus",
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
      `Size Class` == "PELFEM" ~ "P. femoratus",
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
      `Size Class` == "CHIRON" ~  "Chironomidae",
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
      `Size Class` == "COENAG" ~ "Coenagrionidae",
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
      `Size Class` == "COPEPOD" ~ "Copepoda",
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
      `Size Class` == "CORIXI" ~ "Corixidae",
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
      `Size Class` == "EPHEME" ~ "Ephemeroptera",
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
      `Size Class` == "ERYSIM" ~ "E. simplicicollis",
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
      `Size Class` == "GERRID" ~ "Gerridae",
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
      TRUE ~ `Size Class`)) %>% 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  mutate(across(where(is.numeric), round, digits = 2)) %>% 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  select(Slough, Habitat, `Size Class`, Wet, Dry, `Dry < Wet`, `Percent Change`)
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
#write this out to excel
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
write.csv(tsl.marsh.wet.dry.direct.pairwise, 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
          file = "Outputs/Stomach Contents/Trophic Niche/Post-Invasion/tsl_marsh_wet_dry_SEAB_prob_diff.csv",
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
          row.names = F)
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument

1.4.4.5 TSL Near Pond Wet-Dry Comparisons

All TSL near-pond habitats were dry when sampled during the dry season so wet-dry comparisons could not be made

1.4.4.6 TSL Pond Wet-Dry Comparisons

tsl.pond.wet.dry.pairwise <- SEA.B.pairwise %>% as.data.frame() %>% 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  rownames_to_column(var = "Slough_Habitat_Season_SizeClass") %>% 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  separate(Slough_Habitat_Season_SizeClass, into = c("Slough", "Habitat", "Season_SizeClass"), sep = "_") %>%
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  separate(Season_SizeClass, into = c("Season", "SizeClass"), sep = 3) %>% 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  mutate(SizeClass = gsub("^.", "", SizeClass)) %>% 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  mutate(Slough  = gsub("\\[[[0-9]+] ", "", Slough)) %>% 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  filter(Slough == "TSL", Habitat == "Pond", Season == "Wet") %>% 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  #unite(Slough_Habitat_Season_SizeClass, c("Slough", "Habitat", "Season_SizeClass"), sep = "_") %>% 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  select(-c(Slough, Habitat, Season)) %>% 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  column_to_rownames(var = "SizeClass") %>% 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  t() %>% as.data.frame() %>% 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  rownames_to_column(var = "Slough_Habitat_Season_SizeClass") %>% 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  separate(Slough_Habitat_Season_SizeClass, into = c("Slough", "Habitat", "Season_SizeClass"), sep = "_") %>%
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  separate(Season_SizeClass, into = c("Season", "SizeClass"), sep = 3) %>% 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  mutate(SizeClass = gsub("^.", "", SizeClass)) %>% 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  mutate(Slough  = gsub("\\[[[0-9]+] ", "", Slough)) %>% 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  filter(Slough == "TSL", Habitat == "Pond", Season == "Dry") %>% 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  filter(SizeClass %in% colnames(.)) %>% 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  select(Slough, Habitat, Season, SizeClass, matches(.$SizeClass)) %>% 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  unite(Slough_Habitat_Season_SizeClass, c("Slough", "Habitat", "Season", "SizeClass"), sep = "_") %>% 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  column_to_rownames(var = "Slough_Habitat_Season_SizeClass")
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
#format modes to bind with pairwise probs
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
tsl.pond.modes.wide <- SEA.B.modes.matrix.t %>% as.data.frame() %>% 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  rownames_to_column(var = "Slough_Habitat_Season_SizeClass") %>% 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  separate(Slough_Habitat_Season_SizeClass, into = c("Slough", "Habitat", "Season_SizeClass"), sep = "_") %>%
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  separate(Season_SizeClass, into = c("Season", "Size Class"), sep = 3) %>% 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  mutate(`Size Class` = gsub("^.", "", `Size Class`)) %>% 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  mutate(Slough  = gsub("\\[[[0-9]+] ", "", Slough)) %>% 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  filter(Slough == "TSL", Habitat == "Pond") %>% 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  pivot_wider(id_cols = `Size Class`, names_from = Season, values_from = mode) %>% 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  filter(!is.na(Wet), !is.na(Dry))
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
tsl.pond.wet.dry.direct.pairwise <- tsl.pond.wet.dry.pairwise %>% as.matrix() %>% 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  diag() %>% as.data.frame() %>% 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  mutate(Slough_Habitat_Season_SizeClass = rownames(tsl.pond.wet.dry.pairwise)) %>% 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  separate(Slough_Habitat_Season_SizeClass, into = c("Slough", "Habitat", "Season", "Size Class"), sep = "_") %>% 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  filter(!`Size Class` %in% c("Green Algae", "FLOC", "PERMAT", "PEREPI")) %>% 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  merge(., tsl.pond.modes.wide, by = "Size Class") %>% 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  select(`Size Class`, contains("Wet"), contains("Dry"), everything()) %>% select(-c(Season)) %>% 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  rename(`Dry < Wet` = ".") %>% 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  mutate(#`Pre > Post` = 1 - `Pre < Post`,
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
    Direction = case_when(
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
      `Dry < Wet` >= 0.95 ~ "Decrease",
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
      `Dry < Wet` < 0.05 ~ "Increase",
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
      `Dry < Wet` > 0.05 | `Dry < Wet` < 0.95 ~ "No Change"),
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
    `Percent Change` = ((Wet-Dry)/Dry)*100,
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
    `Size Class` = case_when(
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
      `Size Class` == "CELSPP" ~ "Celithimus spp.",
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
      `Size Class` == "PALPAL" ~ "P. paludosus",
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
      `Size Class` == "PELFEM" ~ "P. femoratus",
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
      `Size Class` == "PROFAL" ~ "P. fallax",
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
      `Size Class` == "PROALL" ~ "P. alleni",
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
      `Size Class` == "BRAGRA" ~ "B. gravida",
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
      `Size Class` == "AMPHIPOD" ~ "Amphipoda",
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
      `Size Class` == "COPEPOD" ~ "Copepoda",
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
      TRUE ~ `Size Class`)) %>% 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  select(Slough, Habitat, `Size Class`, Wet, Dry, `Dry < Wet`, `Percent Change`)
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
#write this out to excel
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
write.csv(tsl.pond.wet.dry.direct.pairwise, 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
          file = "Outputs/Stomach Contents/Trophic Niche/Post-Invasion/tsl_pond_wet_dry_SEAB_prob_diff.csv",
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
          row.names = F)
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument

1.4.4.7 Combine Output for Seasonal Comparisons

seasonal.pairiwse <- bind_rows(srs.marsh.wet.dry.direct.pairwise, srs.np.wet.dry.direct.pairwise, srs.pond.wet.dry.direct.pairwise,
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
                               tsl.marsh.wet.dry.direct.pairwise, tsl.pond.wet.dry.direct.pairwise)
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
write.csv(seasonal.pairiwse, 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
          "Outputs/Stomach Contents/Trophic Niche/Post-Invasion/season_pairiwise.csv",
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
          row.names = F)
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
#proportion of statistical changes in wet-dry comparisons
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
sum(seasonal.pairiwse$`Dry < Wet`>=0.95 | seasonal.pairiwse$`Dry < Wet`<=0.05)/nrow(seasonal.pairiwse) 
[1] 0.5
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
#mean and sd % change all seasonal changes
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
seasonal.pairiwse %>% 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  filter(`Dry < Wet` >= 0.95 | `Dry < Wet` <= 0.05) %>% 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  mutate(`Percent Change` = abs(`Percent Change`)) %>% 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  summarize_at(.vars = "Percent Change", list(mean = mean, sd = sd))
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
#break it down by habitat
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
#marsh
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
#frequency
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
sum(srs.marsh.wet.dry.direct.pairwise$`Dry < Wet`>=0.95|
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
      srs.marsh.wet.dry.direct.pairwise$`Dry < Wet`<=0.05,
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
    tsl.marsh.wet.dry.direct.pairwise$`Dry < Wet`>=0.95|
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
      tsl.marsh.wet.dry.direct.pairwise$`Dry < Wet`<=0.05)/
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  nrow(bind_rows(srs.marsh.wet.dry.direct.pairwise, tsl.marsh.wet.dry.direct.pairwise))
[1] 0.4666667
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
#magnitude
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
bind_rows(srs.marsh.wet.dry.direct.pairwise, tsl.marsh.wet.dry.direct.pairwise)%>% 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  filter(`Dry < Wet` >= 0.95 | `Dry < Wet` <= 0.05) %>% 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  mutate(`Percent Change` = abs(`Percent Change`)) %>% 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  summarize_at(.vars = "Percent Change", list(mean = mean, sd = sd))
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
#NP - no TSL NP
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
#frequency
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
sum(srs.np.wet.dry.direct.pairwise$`Dry < Wet`>=0.95|
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
      srs.np.wet.dry.direct.pairwise$`Dry < Wet`<=0.05)/
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  nrow(srs.np.wet.dry.direct.pairwise)
[1] 1
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
#magnitude
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
bind_rows(srs.np.wet.dry.direct.pairwise)%>% 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  filter(`Dry < Wet` >= 0.95 | `Dry < Wet` <= 0.05) %>% 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  mutate(`Percent Change` = abs(`Percent Change`)) %>% 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  summarize_at(.vars = "Percent Change", list(mean = mean, sd = sd))
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
#Pond
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
#frequency
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
sum(srs.pond.wet.dry.direct.pairwise$`Dry < Wet`>=0.95|
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
      srs.pond.wet.dry.direct.pairwise$`Dry < Wet`<=0.05,
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
    tsl.pond.wet.dry.direct.pairwise$`Dry < Wet`>=0.95|
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
      tsl.pond.wet.dry.direct.pairwise$`Dry < Wet`<=0.05)/
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  nrow(bind_rows(srs.pond.wet.dry.direct.pairwise, tsl.pond.wet.dry.direct.pairwise))
[1] 0.4210526
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
#magnitude
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
bind_rows(srs.pond.wet.dry.direct.pairwise, tsl.pond.wet.dry.direct.pairwise)%>% 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  filter(`Dry < Wet` >= 0.95 | `Dry < Wet` <= 0.05) %>% 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  mutate(`Percent Change` = abs(`Percent Change`)) %>% 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  summarize_at(.vars = "Percent Change", list(mean = mean, sd = sd))
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument

1.4.4.8 Seasonal Percent Change Plots

Format data for plotting

all.season.direct.pairwise <- bind_rows(
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  srs.marsh.wet.dry.direct.pairwise, srs.np.wet.dry.direct.pairwise, srs.pond.wet.dry.direct.pairwise,
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  tsl.marsh.wet.dry.direct.pairwise, tsl.pond.wet.dry.direct.pairwise #no tsl.np.wet.dry.direct.pairwise
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  ) %>% 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  mutate(`Size Class` = case_when(
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
    `Size Class` == "C.uro1" ~ "M.uro1",
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
    T ~ `Size Class`
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  )) %>% 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  rename(`Wet < Dry` = `Dry < Wet`) %>% 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  mutate(Trophic_Guild = case_when(
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
    `Size Class` %in% c("P.lat2" ) ~ "Detritivore",
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
    `Size Class` %in% c("M.uro1", "H.let1", "G.hol1", "G.hol2", "E.suc1") ~ "Omnivore",
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
    `Size Class` %in% c("N.pet1", "L.goo1", "L.goo2", "H.for1", "H.for2", "F.chr1") ~ "Invertivore",
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
    `Size Class` %in% c("L.pun2", "L.pla1", "L.gul4", "L.gul3", "L.gul2") ~ "Mesopredator"
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
    ),
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
    Trophic_Score = case_when(
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
      Trophic_Guild == "Mesopredator" ~ 4,
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
      Trophic_Guild == "Invertivore" ~ 3,
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
      Trophic_Guild == "Omnivore" ~ 2,
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
      Trophic_Guild == "Detritivore" ~ 1
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
    ),
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
    `Size Class` = fct_reorder(`Size Class`, Trophic_Score)) %>% 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  rename(`Trophic Guild` = Trophic_Guild)
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument

Percent change for seasonal changes

windowsFonts(Times = windowsFont("Times New Roman"))
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
(season.percent.change.plot <- ggplot(data = all.season.direct.pairwise, 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
                                      aes(y = `Size Class`, x = `Percent Change`, fill = Habitat, 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
                                          color = Habitat, shape = Slough))+
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
    geom_point(aes(size = `Wet < Dry`))+
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
    scale_shape_manual(values = c(22,24))+
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
    scale_fill_viridis_d(end = 0.8)+
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
    scale_color_viridis_d(end = 0.8)+
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
    scale_size_continuous(breaks = c(0.05, 0.25, 0.75, 0.95))+
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
    facet_zoom(xlim = c(-100, 100))+
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
    geom_hline(yintercept = 12.5, linetype = "dashed", color = viridis(n=4, option = "A")[1])+
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
    geom_hline(yintercept = 6.5, linetype = "dashed", color = viridis(n=4, option = "A")[2])+
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
    geom_hline(yintercept = 1.5, linetype = "dashed", color = viridis(n=4, option = "A")[3])+
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
    theme_bw()+
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
    theme(text = element_text(family = "Times"))
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
)
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
ggsave("Figures/Stomach Contents/Trophic Niche/Post-Invasion/stomach_contents_season_percent_change_plot.tiff", 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
       plot = season.percent.change.plot, dpi = 300,
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
       height = 250, width = 150, units = "mm")
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument

Boxplots for percent change per habitat across all species

(season.percent.change.boxplot <- ggplot(data = all.season.direct.pairwise %>% 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
                                           mutate(Habitat = gsub("NP", "Near Pond", Habitat)), 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
                                           aes(y = `Percent Change`, x = Habitat))+
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
    geom_boxplot()+
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
    facet_zoom(ylim = c(-100, 100))+
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
    scale_x_discrete(limits = c("Pond", "Near Pond", "Marsh"))+
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
    theme_bw()+
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
    theme(text = element_text(family = "Times"))
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
)
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument

all.season.direct.pairwise.long <- all.season.direct.pairwise %>% 
  pivot_longer(cols = c(Wet, Dry), names_to = "Season", values_to = "Niche Area") %>% 
  mutate(Habitat = gsub("NP", "Near Pond", Habitat))


(season.niche.area.habitat.plot <- ggplot(data = all.season.direct.pairwise.long,
                                          aes(x = Season, y = `Niche Area`))+
    geom_boxplot()+
    facet_zoom(ylim = c(0, 1))+
    facet_wrap(~Habitat)+
    scale_x_discrete(limits = c("Wet", "Dry"))
    #coord_cartesian(ylim = c(0,1))
  
)

season.niche.shifts <- all.season.direct.pairwise.long %>% 
  filter(`Wet < Dry` <= 0.05 | `Wet < Dry` >= 0.95)

season.niche.shifts %>% group_by(Habitat, Season) %>% tally()

(sc.season.niche.area.shifts.habitat.plot <- ggplot(data = season.niche.shifts,
                                          aes(x = Season, y = `Niche Area`))+
    geom_boxplot()+
    #facet_zoom(ylim = c(0, 1))+
    facet_wrap(~Habitat)+
    scale_x_discrete(limits = c("Wet", "Dry"))+
    coord_cartesian(ylim = c(0,1))+
    ylab(label = expression(Niche[SCA]))+
    theme_bw()+
    theme(text = element_text(family = "Times", size = 8),
          axis.text.y = element_text(size = 6))
  
)

ggsave("Figures/Stomach Contents/Trophic Niche/Post-Invasion/stomach_contents_seasonal_niche_shifts_per_habitat.tiff", 
       plot = sc.season.niche.area.shifts.habitat.plot, 
       dpi = 300, height = 150, width = 250, units = "mm")

season.niche.shifts %>% group_by(Habitat, Season, `Trophic Guild`) %>% tally() %>% 
  arrange(Habitat, `Trophic Guild`)

(sc.season.niche.area.shifts.guild.habitat.plot <- ggplot(data = season.niche.shifts,
                                                 aes(x = Season, y = `Niche Area`))+
    geom_boxplot()+
    #facet_zoom(ylim = c(0, 1))+
    facet_wrap(~Habitat*`Trophic Guild`, scales = "free_y")+
    scale_x_discrete(limits = c("Wet", "Dry"))+
    #coord_cartesian(ylim = c(0,1))+
    ylab(label = expression(Niche[SCA]))+
    theme_bw()+
    theme(text = element_text(family = "Times", size = 8),
          axis.text.y = element_text(size = 6))
  
)

ggsave("Figures/Stomach Contents/Trophic Niche/Post-Invasion/stomach_contents_seasonal_niche_shifts_guild_per_habitat.tiff", 
       plot = sc.season.niche.area.shifts.guild.habitat.plot, 
       dpi = 300, height = 150, width = 250, units = "mm")

1.4.5 Slough Pairwise Comparisons

1.4.5.1 SRS-TSL Marsh Wet Season Comparisons

slough.marsh.wet.pairwise <- SEA.B.pairwise %>% as.data.frame() %>% 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  rownames_to_column(var = "Slough_Habitat_Season_SizeClass") %>% 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  separate(Slough_Habitat_Season_SizeClass, into = c("Slough", "Habitat", "Season_SizeClass"), sep = "_") %>%
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  separate(Season_SizeClass, into = c("Season", "SizeClass"), sep = 3) %>% 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  mutate(SizeClass = gsub("^.", "", SizeClass)) %>% 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  mutate(Slough  = gsub("\\[[[0-9]+] ", "", Slough)) %>% 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  filter(Slough == "SRS", Habitat == "Marsh", Season == "Wet") %>% 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  #unite(Slough_Habitat_Season_SizeClass, c("Slough", "Habitat", "Season_SizeClass"), sep = "_") %>% 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  select(-c(Slough, Habitat, Season)) %>% 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  column_to_rownames(var = "SizeClass") %>% 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  t() %>% as.data.frame() %>% 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  rownames_to_column(var = "Slough_Habitat_Season_SizeClass") %>% 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  separate(Slough_Habitat_Season_SizeClass, into = c("Slough", "Habitat", "Season_SizeClass"), sep = "_") %>%
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  separate(Season_SizeClass, into = c("Season", "SizeClass"), sep = 3) %>% 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  mutate(SizeClass = gsub("^.", "", SizeClass)) %>% 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  mutate(Slough  = gsub("\\[[[0-9]+] ", "", Slough)) %>% 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  filter(Slough == "TSL", Habitat == "Marsh", Season == "Wet") %>% 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  filter(SizeClass %in% colnames(.)) %>% 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  select(Slough, Habitat, Season, SizeClass, matches(.$SizeClass)) %>% 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  unite(Slough_Habitat_Season_SizeClass, c("Slough", "Habitat", "Season", "SizeClass"), sep = "_") %>% 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  column_to_rownames(var = "Slough_Habitat_Season_SizeClass")
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
#format modes to bind with pairwise probs
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
slough.marsh.wet.modes.wide <- SEA.B.modes.matrix.t %>% as.data.frame() %>% 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  rownames_to_column(var = "Slough_Habitat_Season_SizeClass") %>% 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  separate(Slough_Habitat_Season_SizeClass, into = c("Slough", "Habitat", "Season_SizeClass"), sep = "_") %>%
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  separate(Season_SizeClass, into = c("Season", "Size Class"), sep = 3) %>% 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  mutate(`Size Class` = gsub("^.", "", `Size Class`)) %>% 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  mutate(Slough  = gsub("\\[[[0-9]+] ", "", Slough)) %>% 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  filter(Season == "Wet", Habitat == "Marsh") %>% 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  pivot_wider(id_cols = `Size Class`, names_from = Slough, values_from = mode) %>% 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  filter(!is.na(SRS), !is.na(TSL))
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
slough.marsh.wet.direct.pairwise <- slough.marsh.wet.pairwise %>% as.matrix() %>% 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  diag() %>% as.data.frame() %>% 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  mutate(Slough_Habitat_Season_SizeClass = rownames(slough.marsh.wet.pairwise)) %>% 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  separate(Slough_Habitat_Season_SizeClass, into = c("Slough", "Habitat", "Season", "Size Class"), sep = "_") %>% 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  filter(!`Size Class` %in% c("Green Algae", "FLOC", "PERMAT", "PEREPI")) %>% 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  merge(., slough.marsh.wet.modes.wide, by = "Size Class") %>% 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  select(`Size Class`, contains("TSL"), contains("SRS"), everything()) %>% select(-c(Slough)) %>% 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  rename(`TSL < SRS` = ".") %>% 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  mutate(#`Pre > Post` = 1 - `Pre < Post`,
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
    Direction = case_when(
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
      `TSL < SRS` >= 0.95 ~ "Decrease",
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
      `TSL < SRS` < 0.05 ~ "Increase",
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
      `TSL < SRS` > 0.05 | `TSL < SRS` < 0.95 ~ "No Change"),
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
    `Percent Change` = ((TSL-SRS)/SRS)*100,
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
    `Size Class` = case_when(
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
      `Size Class` == "BELSPP" ~ "Belostoma spp.",
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
      `Size Class` == "CHIRON" ~ "Chironomidae",
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
      `Size Class` == "COENAG" ~ "Coenagrionidae",
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
      `Size Class` == "CELSPP" ~ "Celithimus spp.",
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
      `Size Class` == "PALPAL" ~ "P. paludosus",
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
      `Size Class` == "PELFEM" ~ "P. femoratus",
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
      `Size Class` == "PROFAL" ~ "P. fallax",
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
      `Size Class` == "PROALL" ~ "P. alleni",
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
      `Size Class` == "BRAGRA" ~ "B. gravida",
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
      `Size Class` == "AMPHIPOD" ~ "Amphipoda",
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
      `Size Class` == "COPEPOD" ~ "Copepoda",
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
      TRUE ~ `Size Class`)) %>% 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  mutate(across(where(is.numeric), round, digits = 2)) %>% 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  select(Season, Habitat, `Size Class`, TSL, SRS, `TSL < SRS`, `Percent Change`)
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
#write this out to excel
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
write.csv(slough.marsh.wet.direct.pairwise, 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
          file = "Outputs/Stomach Contents/Trophic Niche/Post-Invasion/slough_marsh_wet_SEAB_prob_diff.csv",
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
          row.names = F)
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument

1.4.5.2 SRS-TSL Near Pond Wet Comparisons

slough.np.wet.pairwise <- SEA.B.pairwise %>% as.data.frame() %>% 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  rownames_to_column(var = "Slough_Habitat_Season_SizeClass") %>% 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  separate(Slough_Habitat_Season_SizeClass, into = c("Slough", "Habitat", "Season_SizeClass"), sep = "_") %>%
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  separate(Season_SizeClass, into = c("Season", "SizeClass"), sep = 3) %>% 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  mutate(SizeClass = gsub("^.", "", SizeClass)) %>% 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  mutate(Slough  = gsub("\\[[[0-9]+] ", "", Slough)) %>% 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  filter(Slough == "SRS", Habitat == "NP", Season == "Wet") %>% 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  #unite(Slough_Habitat_Season_SizeClass, c("Slough", "Habitat", "Season_SizeClass"), sep = "_") %>% 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  select(-c(Slough, Habitat, Season)) %>% 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  column_to_rownames(var = "SizeClass") %>% 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  t() %>% as.data.frame() %>% 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  rownames_to_column(var = "Slough_Habitat_Season_SizeClass") %>% 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  separate(Slough_Habitat_Season_SizeClass, into = c("Slough", "Habitat", "Season_SizeClass"), sep = "_") %>%
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  separate(Season_SizeClass, into = c("Season", "SizeClass"), sep = 3) %>% 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  mutate(SizeClass = gsub("^.", "", SizeClass)) %>% 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  mutate(Slough  = gsub("\\[[[0-9]+] ", "", Slough)) %>% 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  filter(Slough == "TSL", Habitat == "NP", Season == "Wet") %>% 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  filter(SizeClass %in% colnames(.)) %>% 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  select(Slough, Habitat, Season, SizeClass, matches(.$SizeClass)) %>% 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  unite(Slough_Habitat_Season_SizeClass, c("Slough", "Habitat", "Season", "SizeClass"), sep = "_") %>% 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  column_to_rownames(var = "Slough_Habitat_Season_SizeClass")
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
#format modes to bind with pairwise probs
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
slough.np.wet.modes.wide <- SEA.B.modes.matrix.t %>% as.data.frame() %>% 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  rownames_to_column(var = "Slough_Habitat_Season_SizeClass") %>% 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  separate(Slough_Habitat_Season_SizeClass, into = c("Slough", "Habitat", "Season_SizeClass"), sep = "_") %>%
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  separate(Season_SizeClass, into = c("Season", "Size Class"), sep = 3) %>% 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  mutate(`Size Class` = gsub("^.", "", `Size Class`)) %>% 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  mutate(Slough  = gsub("\\[[[0-9]+] ", "", Slough)) %>% 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  filter(Season == "Wet", Habitat == "NP") %>% 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  pivot_wider(id_cols = `Size Class`, names_from = Slough, values_from = mode) %>% 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  filter(!is.na(SRS), !is.na(TSL))
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
slough.np.wet.direct.pairwise <- slough.np.wet.pairwise %>% as.matrix() %>% 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  diag() %>% as.data.frame() %>% 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  mutate(Slough_Habitat_Season_SizeClass = rownames(slough.np.wet.pairwise)) %>% 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  separate(Slough_Habitat_Season_SizeClass, into = c("Slough", "Habitat", "Season", "Size Class"), sep = "_") %>% 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  filter(!`Size Class` %in% c("Green Algae", "FLOC", "PERMAT", "PEREPI")) %>% 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  merge(., slough.np.wet.modes.wide, by = "Size Class") %>% 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  select(`Size Class`, contains("TSL"), contains("SRS"), everything()) %>% select(-c(Slough)) %>% 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  rename(`TSL < SRS` = ".") %>% 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  mutate(#`Pre > Post` = 1 - `Pre < Post`,
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
    Direction = case_when(
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
      `TSL < SRS` >= 0.95 ~ "Decrease",
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
      `TSL < SRS` < 0.05 ~ "Increase",
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
      `TSL < SRS` > 0.05 | `TSL < SRS` < 0.95 ~ "No Change"),
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
    `Percent Change` = ((TSL-SRS)/SRS)*100,
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
    `Size Class` = case_when(
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
      `Size Class` == "BELSPP" ~ "Belostoma spp.",
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
      `Size Class` == "CHIRON" ~ "Chironomidae",
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
      `Size Class` == "COENAG" ~ "Coenagrionidae",
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
      `Size Class` == "CELSPP" ~ "Celithimus spp.",
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
      `Size Class` == "PALPAL" ~ "P. paludosus",
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
      `Size Class` == "PELFEM" ~ "P. femoratus",
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
      `Size Class` == "PROFAL" ~ "P. fallax",
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
      `Size Class` == "PROALL" ~ "P. alleni",
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
      `Size Class` == "BRAGRA" ~ "B. gravida",
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
      `Size Class` == "AMPHIPOD" ~ "Amphipoda",
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
      `Size Class` == "COPEPOD" ~ "Copepoda",
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
      TRUE ~ `Size Class`)) %>% 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  mutate(across(where(is.numeric), round, digits = 2)) %>% 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  select(Season, Habitat, `Size Class`, TSL, SRS, `TSL < SRS`, `Percent Change`)
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
#write this out to excel
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
write.csv(slough.np.wet.direct.pairwise, 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
          file = "Outputs/Stomach Contents/Trophic Niche/Post-Invasion/slough_np_wet_SEAB_prob_diff.xlsx",
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
          row.names = F)
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument

1.4.5.3 SRS-TSL Pond Wet Comparisons

slough.pond.wet.pairwise <- SEA.B.pairwise %>% as.data.frame() %>% 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  rownames_to_column(var = "Slough_Habitat_Season_SizeClass") %>% 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  separate(Slough_Habitat_Season_SizeClass, into = c("Slough", "Habitat", "Season_SizeClass"), sep = "_") %>%
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  separate(Season_SizeClass, into = c("Season", "SizeClass"), sep = 3) %>% 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  mutate(SizeClass = gsub("^.", "", SizeClass)) %>% 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  mutate(Slough  = gsub("\\[[[0-9]+] ", "", Slough)) %>% 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  filter(Slough == "SRS", Habitat == "Pond", Season == "Wet") %>% 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  #unite(Slough_Habitat_Season_SizeClass, c("Slough", "Habitat", "Season_SizeClass"), sep = "_") %>% 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  select(-c(Slough, Habitat, Season)) %>% 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  column_to_rownames(var = "SizeClass") %>% 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  t() %>% as.data.frame() %>% 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  rownames_to_column(var = "Slough_Habitat_Season_SizeClass") %>% 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  separate(Slough_Habitat_Season_SizeClass, into = c("Slough", "Habitat", "Season_SizeClass"), sep = "_") %>%
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  separate(Season_SizeClass, into = c("Season", "SizeClass"), sep = 3) %>% 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  mutate(SizeClass = gsub("^.", "", SizeClass)) %>% 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  mutate(Slough  = gsub("\\[[[0-9]+] ", "", Slough)) %>% 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  filter(Slough == "TSL", Habitat == "Pond", Season == "Wet") %>% 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  filter(SizeClass %in% colnames(.)) %>% 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  select(Slough, Habitat, Season, SizeClass, matches(.$SizeClass)) %>% 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  unite(Slough_Habitat_Season_SizeClass, c("Slough", "Habitat", "Season", "SizeClass"), sep = "_") %>% 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  column_to_rownames(var = "Slough_Habitat_Season_SizeClass")
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
#format modes to bind with pairwise probs
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
slough.pond.wet.modes.wide <- SEA.B.modes.matrix.t %>% as.data.frame() %>% 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  rownames_to_column(var = "Slough_Habitat_Season_SizeClass") %>% 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  separate(Slough_Habitat_Season_SizeClass, into = c("Slough", "Habitat", "Season_SizeClass"), sep = "_") %>%
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  separate(Season_SizeClass, into = c("Season", "Size Class"), sep = 3) %>% 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  mutate(`Size Class` = gsub("^.", "", `Size Class`)) %>% 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  mutate(Slough  = gsub("\\[[[0-9]+] ", "", Slough)) %>% 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  filter(Season == "Wet", Habitat == "Pond") %>% 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  pivot_wider(id_cols = `Size Class`, names_from = Slough, values_from = mode) %>% 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  filter(!is.na(SRS), !is.na(TSL))
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
slough.pond.wet.direct.pairwise <- slough.pond.wet.pairwise %>% as.matrix() %>% 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  diag() %>% as.data.frame() %>% 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  mutate(Slough_Habitat_Season_SizeClass = rownames(slough.pond.wet.pairwise)) %>% 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  separate(Slough_Habitat_Season_SizeClass, into = c("Slough", "Habitat", "Season", "Size Class"), sep = "_") %>% 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  filter(!`Size Class` %in% c("Green Algae", "FLOC", "PERMAT", "PEREPI")) %>% 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  merge(., slough.pond.wet.modes.wide, by = "Size Class") %>% 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  select(`Size Class`, contains("TSL"), contains("SRS"), everything()) %>% select(-c(Slough)) %>% 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  rename(`TSL < SRS` = ".") %>% 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  mutate(#`Pre > Post` = 1 - `Pre < Post`,
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
    Direction = case_when(
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
      `TSL < SRS` >= 0.95 ~ "Decrease",
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
      `TSL < SRS` < 0.05 ~ "Increase",
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
      `TSL < SRS` > 0.05 | `TSL < SRS` < 0.95 ~ "No Change"),
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
    `Percent Change` = ((TSL-SRS)/SRS)*100,
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
    `Size Class` = case_when(
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
      `Size Class` == "CELSPP" ~ "Celithimus spp.",
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
      `Size Class` == "PALPAL" ~ "P. paludosus",
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
      `Size Class` == "PELFEM" ~ "P. femoratus",
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
      `Size Class` == "PROFAL" ~ "P. fallax",
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
      `Size Class` == "PROALL" ~ "P. alleni",
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
      `Size Class` == "BRAGRA" ~ "B. gravida",
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
      `Size Class` == "AMPHIPOD" ~ "Amphipoda",
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
      `Size Class` == "COPEPOD" ~ "Copepoda",
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
      TRUE ~ `Size Class`)) %>% 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  mutate(across(where(is.numeric), round, digits = 2)) %>% 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  select(Season, Habitat, `Size Class`, TSL, SRS, `TSL < SRS`, `Percent Change`)
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
#write this out to excel
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
write.csv(slough.pond.wet.direct.pairwise, 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
          file = "Outputs/Stomach Contents/Trophic Niche/Post-Invasion/slough_pond_wet_SEAB_prob_diff.csv",
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
          row.names = F)
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument

1.4.5.4 SRS-TSL Marsh Dry Season Comparisons

slough.marsh.dry.pairwise <- SEA.B.pairwise %>% as.data.frame() %>% 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  rownames_to_column(var = "Slough_Habitat_Season_SizeClass") %>% 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  separate(Slough_Habitat_Season_SizeClass, into = c("Slough", "Habitat", "Season_SizeClass"), sep = "_") %>%
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  separate(Season_SizeClass, into = c("Season", "SizeClass"), sep = 3) %>% 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  mutate(SizeClass = gsub("^.", "", SizeClass)) %>% 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  mutate(Slough  = gsub("\\[[[0-9]+] ", "", Slough)) %>% 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  filter(Slough == "SRS", Habitat == "Marsh", Season == "Dry") %>% 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  #unite(Slough_Habitat_Season_SizeClass, c("Slough", "Habitat", "Season_SizeClass"), sep = "_") %>% 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  select(-c(Slough, Habitat, Season)) %>% 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  column_to_rownames(var = "SizeClass") %>% 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  t() %>% as.data.frame() %>% 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  rownames_to_column(var = "Slough_Habitat_Season_SizeClass") %>% 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  separate(Slough_Habitat_Season_SizeClass, into = c("Slough", "Habitat", "Season_SizeClass"), sep = "_") %>%
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  separate(Season_SizeClass, into = c("Season", "SizeClass"), sep = 3) %>% 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  mutate(SizeClass = gsub("^.", "", SizeClass)) %>% 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  mutate(Slough  = gsub("\\[[[0-9]+] ", "", Slough)) %>% 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  filter(Slough == "TSL", Habitat == "Marsh", Season == "Dry") %>% 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  filter(SizeClass %in% colnames(.)) %>% 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  select(Slough, Habitat, Season, SizeClass, matches(.$SizeClass)) %>% 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  unite(Slough_Habitat_Season_SizeClass, c("Slough", "Habitat", "Season", "SizeClass"), sep = "_") %>% 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  column_to_rownames(var = "Slough_Habitat_Season_SizeClass")
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
#format modes to bind with pairwise probs
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
slough.marsh.dry.modes.wide <- SEA.B.modes.matrix.t %>% as.data.frame() %>% 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  rownames_to_column(var = "Slough_Habitat_Season_SizeClass") %>% 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  separate(Slough_Habitat_Season_SizeClass, into = c("Slough", "Habitat", "Season_SizeClass"), sep = "_") %>%
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  separate(Season_SizeClass, into = c("Season", "Size Class"), sep = 3) %>% 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  mutate(`Size Class` = gsub("^.", "", `Size Class`)) %>% 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  mutate(Slough  = gsub("\\[[[0-9]+] ", "", Slough)) %>% 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  filter(Season == "Dry", Habitat == "Marsh") %>% 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  pivot_wider(id_cols = `Size Class`, names_from = Slough, values_from = mode) %>% 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  filter(!is.na(SRS), !is.na(TSL))
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
slough.marsh.dry.direct.pairwise <- slough.marsh.dry.pairwise %>% as.matrix() %>% 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  diag() %>% as.data.frame() %>% 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  mutate(Slough_Habitat_Season_SizeClass = rownames(slough.marsh.dry.pairwise)) %>% 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  separate(Slough_Habitat_Season_SizeClass, into = c("Slough", "Habitat", "Season", "Size Class"), sep = "_") %>% 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  filter(!`Size Class` %in% c("Green Algae", "FLOC", "PERMAT", "PEREPI")) %>% 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  merge(., slough.marsh.dry.modes.wide, by = "Size Class") %>% 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  select(`Size Class`, contains("TSL"), contains("SRS"), everything()) %>% select(-c(Slough)) %>% 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  rename(`TSL < SRS` = ".") %>% 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  mutate(#`Pre > Post` = 1 - `Pre < Post`,
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
    Direction = case_when(
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
      `TSL < SRS` >= 0.95 ~ "Decrease",
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
      `TSL < SRS` < 0.05 ~ "Increase",
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
      `TSL < SRS` > 0.05 | `TSL < SRS` < 0.95 ~ "No Change"),
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
    `Percent Change` = ((TSL-SRS)/SRS)*100,
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
    `Size Class` = case_when(
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
      `Size Class` == "AMPHIPOD" ~ "Amphipoda",
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
      `Size Class` == "BELSPP" ~ "Belostoma spp.",
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
      `Size Class` == "BRAGRA" ~ "B. gravida",
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
      `Size Class` == "COPEPOD" ~ "Copepoda",
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
      `Size Class` == "CHIRON" ~ "Chironomidae",
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
      `Size Class` == "COENAG" ~ "Coenagrionidae",
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
      `Size Class` == "CELSPP" ~ "Celithimus spp.",
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
      `Size Class` == "ERYSIM" ~ "E. simplicicollis",
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
      `Size Class` == "PALPAL" ~ "P. paludosus",
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
      `Size Class` == "PELFEM" ~ "P. femoratus",
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
      `Size Class` == "PROFAL" ~ "P. fallax",
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
      `Size Class` == "PROALL" ~ "P. alleni",
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
      TRUE ~ `Size Class`)) %>% 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  mutate(across(where(is.numeric), round, digits = 2)) %>% 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  select(Season, Habitat, `Size Class`, TSL, SRS, `TSL < SRS`, `Percent Change`)
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
#write this out to excel
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
write.csv(slough.marsh.dry.direct.pairwise, 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
          file = "Outputs/Stomach Contents/Trophic Niche/Post-Invasion/slough_marsh_dry_SEAB_prob_diff.xlsx",
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
          row.names = F)
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument

1.4.5.5 SRS-TSL Near Pond Dry Comparisons

Again, no TSL near-pond dry-season data because these habitats had completely dried by the time of our dry-season sampling

1.4.5.6 SRS-TSL Pond Dry Comparisons

#write this out to excel
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
write.csv(slough.pond.dry.direct.pairwise, 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
          file = "Outputs/Stomach Contents/Trophic Niche/Post-Invasion/slough_pond_dry_SEAB_prob_diff.csv",
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
          row.names = F)
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument

1.4.5.7 Combine Output for Slough Comparisons

slough.pairwise <- bind_rows(slough.marsh.dry.direct.pairwise, slough.pond.dry.direct.pairwise,
                             slough.marsh.wet.direct.pairwise, slough.np.wet.direct.pairwise, slough.pond.wet.direct.pairwise)

write.csv(slough.pairwise, 
          "Outputs/Stomach Contents/Trophic Niche/Post-Invasion/slough_pairwise.csv",
          row.names = F)

#proportion of statistical changes in slough comparisons
sum(slough.pairwise$`TSL < SRS`>=0.95 | slough.pairwise$`TSL < SRS`<=0.05)/nrow(slough.pairwise) 

#mean and sd % change all seasonal changes
slough.pairwise %>% 
  filter(`TSL < SRS` >= 0.95 | `TSL < SRS` <= 0.05) %>% 
  mutate(`Percent Change` = abs(`Percent Change`)) %>% 
  summarize_at(.vars = "Percent Change", list(mean = mean, sd = sd))

1.4.6 Habitat Pairwise Comparisons

1.4.6.1 SRS Marsh-Near Pond Wet Season Comparisons

srs.wet.marsh.np.pairwise <- SEA.B.pairwise %>% as.data.frame() %>% 
  rownames_to_column(var = "Slough_Habitat_Season_SizeClass") %>% 
  separate(Slough_Habitat_Season_SizeClass, into = c("Slough", "Habitat", "Season_SizeClass"), sep = "_") %>%
  separate(Season_SizeClass, into = c("Season", "SizeClass"), sep = 3) %>% 
  mutate(SizeClass = gsub("^.", "", SizeClass)) %>% 
  mutate(Slough  = gsub("\\[[[0-9]+] ", "", Slough)) %>% 
  filter(Slough == "SRS", Habitat == "Marsh", Season == "Wet") %>% 
  #unite(Slough_Habitat_Season_SizeClass, c("Slough", "Habitat", "Season_SizeClass"), sep = "_") %>% 
  select(-c(Slough, Habitat, Season)) %>% 
  column_to_rownames(var = "SizeClass") %>% 
  t() %>% as.data.frame() %>% 
  rownames_to_column(var = "Slough_Habitat_Season_SizeClass") %>% 
  separate(Slough_Habitat_Season_SizeClass, into = c("Slough", "Habitat", "Season_SizeClass"), sep = "_") %>%
  separate(Season_SizeClass, into = c("Season", "SizeClass"), sep = 3) %>% 
  mutate(SizeClass = gsub("^.", "", SizeClass)) %>% 
  mutate(Slough  = gsub("\\[[[0-9]+] ", "", Slough)) %>% 
  filter(Slough == "SRS", Habitat == "NP", Season == "Wet") %>% 
  filter(SizeClass %in% colnames(.)) %>% 
  select(Slough, Habitat, Season, SizeClass, matches(.$SizeClass)) %>% 
  unite(Slough_Habitat_Season_SizeClass, c("Slough", "Habitat", "Season", "SizeClass"), sep = "_") %>% 
  column_to_rownames(var = "Slough_Habitat_Season_SizeClass")

#format modes to bind with pairwise probs
srs.wet.marsh.np.modes.wide <- SEA.B.modes.matrix.t %>% as.data.frame() %>% 
  rownames_to_column(var = "Slough_Habitat_Season_SizeClass") %>% 
  separate(Slough_Habitat_Season_SizeClass, into = c("Slough", "Habitat", "Season_SizeClass"), sep = "_") %>%
  separate(Season_SizeClass, into = c("Season", "Size Class"), sep = 3) %>% 
  mutate(`Size Class` = gsub("^.", "", `Size Class`)) %>% 
  mutate(Slough  = gsub("\\[[[0-9]+] ", "", Slough)) %>% 
  filter(Slough == "SRS", Habitat %in%  c("Marsh", "NP"), Season == "Wet") %>% 
  pivot_wider(id_cols = `Size Class`, names_from = Habitat, values_from = mode) %>% 
  filter(!is.na(Marsh), !is.na(NP))

srs.wet.marsh.np.direct.pairwise <- srs.wet.marsh.np.pairwise %>% as.matrix() %>% 
  diag() %>% as.data.frame() %>% 
  mutate(Slough_Habitat_Season_SizeClass = rownames(srs.wet.marsh.np.pairwise)) %>% 
  separate(Slough_Habitat_Season_SizeClass, into = c("Slough", "Habitat", "Season", "Size Class"), sep = "_") %>% 
  filter(!`Size Class` %in% c("Green Algae", "FLOC", "PERMAT", "PEREPI")) %>% 
  merge(., srs.wet.marsh.np.modes.wide, by = "Size Class") %>% 
  select(`Size Class`, contains("Marsh"), contains("NP"), everything()) %>% select(-c(Habitat)) %>% 
  rename(`Marsh < NP` = ".") %>% 
  mutate(#`Pre > Post` = 1 - `Pre < Post`,
    Direction = case_when(
      `Marsh < NP` >= 0.95 ~ "Decrease",
      `Marsh < NP` < 0.05 ~ "Increase",
      `Marsh < NP` > 0.05 | `Marsh < NP` < 0.95 ~ "No Change"),
    `Percent Change` = ((NP-Marsh)/Marsh)*100,
    `Size Class` = case_when(
      `Size Class` == "AMPHIPOD" ~ "Amphipoda",
      `Size Class` == "BELSPP" ~ "Belostoma spp.",
      `Size Class` == "BRAGRA" ~ "B. gravida",
      `Size Class` == "COPEPOD" ~ "Copepoda",
      `Size Class` == "CHIRON" ~ "Chironomidae",
      `Size Class` == "COENAG" ~ "Coenagrionidae",
      `Size Class` == "CELSPP" ~ "Celithimus spp.",
      `Size Class` == "ERYSIM" ~ "E. simplicicollis",
      `Size Class` == "PALPAL" ~ "P. paludosus",
      `Size Class` == "PELFEM" ~ "P. femoratus",
      `Size Class` == "PROFAL" ~ "P. fallax",
      `Size Class` == "PROALL" ~ "P. alleni",
      `Size Class` == "PROSPP" ~ "Procambarus spp.",
      TRUE ~ `Size Class`)) %>% 
  mutate(across(where(is.numeric), round, digits = 2)) %>% 
  select(Slough, Season, `Size Class`, Marsh, NP, `Marsh < NP`, `Percent Change`)

#write this out to excel
#write.csv(srs.wet.marsh.np.direct.pairwise, 
#file = "Outputs/Stomach Contents/Trophic Niche/Post-Invasion/srs_wet_marsh_np_SEAB_prob_diff.csv",
#row.names = F

1.4.6.2 SRS Marsh-Pond Wet Comparisons

srs.wet.marsh.pond.pairwise <- SEA.B.pairwise %>% as.data.frame() %>% 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  rownames_to_column(var = "Slough_Habitat_Season_SizeClass") %>% 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  separate(Slough_Habitat_Season_SizeClass, into = c("Slough", "Habitat", "Season_SizeClass"), sep = "_") %>%
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  separate(Season_SizeClass, into = c("Season", "SizeClass"), sep = 3) %>% 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  mutate(SizeClass = gsub("^.", "", SizeClass)) %>% 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  mutate(Slough  = gsub("\\[[[0-9]+] ", "", Slough)) %>% 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  filter(Slough == "SRS", Habitat == "Marsh", Season == "Wet") %>% 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  #unite(Slough_Habitat_Season_SizeClass, c("Slough", "Habitat", "Season_SizeClass"), sep = "_") %>% 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  select(-c(Slough, Habitat, Season)) %>% 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  column_to_rownames(var = "SizeClass") %>% 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  t() %>% as.data.frame() %>% 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  rownames_to_column(var = "Slough_Habitat_Season_SizeClass") %>% 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  separate(Slough_Habitat_Season_SizeClass, into = c("Slough", "Habitat", "Season_SizeClass"), sep = "_") %>%
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  separate(Season_SizeClass, into = c("Season", "SizeClass"), sep = 3) %>% 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  mutate(SizeClass = gsub("^.", "", SizeClass)) %>% 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  mutate(Slough  = gsub("\\[[[0-9]+] ", "", Slough)) %>% 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  filter(Slough == "SRS", Habitat == "Pond", Season == "Wet") %>% 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  filter(SizeClass %in% colnames(.)) %>% 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  select(Slough, Habitat, Season, SizeClass, matches(.$SizeClass)) %>% 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  unite(Slough_Habitat_Season_SizeClass, c("Slough", "Habitat", "Season", "SizeClass"), sep = "_") %>% 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  column_to_rownames(var = "Slough_Habitat_Season_SizeClass")
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
#format modes to bind with pairwise probs
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
srs.wet.marsh.pond.modes.wide <- SEA.B.modes.matrix.t %>% as.data.frame() %>% 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  rownames_to_column(var = "Slough_Habitat_Season_SizeClass") %>% 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  separate(Slough_Habitat_Season_SizeClass, into = c("Slough", "Habitat", "Season_SizeClass"), sep = "_") %>%
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  separate(Season_SizeClass, into = c("Season", "Size Class"), sep = 3) %>% 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  mutate(`Size Class` = gsub("^.", "", `Size Class`)) %>% 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  mutate(Slough  = gsub("\\[[[0-9]+] ", "", Slough)) %>% 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  filter(Slough == "SRS", Habitat %in%  c("Marsh", "Pond"), Season == "Wet") %>% 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  pivot_wider(id_cols = `Size Class`, names_from = Habitat, values_from = mode) %>% 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  filter(!is.na(Marsh), !is.na(Pond))
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
srs.wet.marsh.pond.direct.pairwise <- srs.wet.marsh.pond.pairwise %>% as.matrix() %>% 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  diag() %>% as.data.frame() %>% 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  mutate(Slough_Habitat_Season_SizeClass = rownames(srs.wet.marsh.pond.pairwise)) %>% 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  separate(Slough_Habitat_Season_SizeClass, into = c("Slough", "Habitat", "Season", "Size Class"), sep = "_") %>% 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  filter(!`Size Class` %in% c("Green Algae", "FLOC", "PERMAT", "PEREPI")) %>% 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  merge(., srs.wet.marsh.pond.modes.wide, by = "Size Class") %>% 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  select(`Size Class`, contains("Marsh"), contains("Pond"), everything()) %>% select(-c(Habitat)) %>% 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  rename(`Marsh < Pond` = ".") %>% 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  mutate(#`Pre > Post` = 1 - `Pre < Post`,
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
    Direction = case_when(
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
      `Marsh < Pond` >= 0.95 ~ "Decrease",
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
      `Marsh < Pond` < 0.05 ~ "Increase",
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
      `Marsh < Pond` > 0.05 | `Marsh < Pond` < 0.95 ~ "No Change"),
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
    `Percent Change` = ((Pond-Marsh)/Marsh)*100,
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
    `Size Class` = case_when(
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
      `Size Class` == "AMPHIPOD" ~ "Amphipoda",
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
      `Size Class` == "BELSPP" ~ "Belostoma spp.",
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
      `Size Class` == "BRAGRA" ~ "B. gravida",
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
      `Size Class` == "COPEPOD" ~ "Copepoda",
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
      `Size Class` == "CHIRON" ~ "Chironomidae",
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
      `Size Class` == "COENAG" ~ "Coenagrionidae",
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
      `Size Class` == "CELSPP" ~ "Celithimus spp.",
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
      `Size Class` == "ERYSIM" ~ "E. simplicicollis",
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
      `Size Class` == "LIBINC" ~ "L. incesta",
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
      `Size Class` == "PALPAL" ~ "P. paludosus",
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
      `Size Class` == "PELFEM" ~ "P. femoratus",
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
      `Size Class` == "PROFAL" ~ "P. fallax",
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
      `Size Class` == "PROALL" ~ "P. alleni",
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
      `Size Class` == "PROSPP" ~ "Procambarus spp.",
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
      TRUE ~ `Size Class`)) %>% 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  mutate(across(where(is.numeric), round, digits = 2)) %>% 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  select(Slough, Season, `Size Class`, Marsh, Pond, `Marsh < Pond`, `Percent Change`)
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument

1.4.6.3 SRS Near Pond-Pond Wet Season Comparisons

srs.wet.np.pond.pairwise <- SEA.B.pairwise %>% as.data.frame() %>% 
  rownames_to_column(var = "Slough_Habitat_Season_SizeClass") %>% 
  separate(Slough_Habitat_Season_SizeClass, into = c("Slough", "Habitat", "Season_SizeClass"), sep = "_") %>%
  separate(Season_SizeClass, into = c("Season", "SizeClass"), sep = 3) %>% 
  mutate(SizeClass = gsub("^.", "", SizeClass)) %>% 
  mutate(Slough  = gsub("\\[[[0-9]+] ", "", Slough)) %>% 
  filter(Slough == "SRS", Habitat == "NP", Season == "Wet") %>% 
  #unite(Slough_Habitat_Season_SizeClass, c("Slough", "Habitat", "Season_SizeClass"), sep = "_") %>% 
  select(-c(Slough, Habitat, Season)) %>% 
  column_to_rownames(var = "SizeClass") %>% 
  t() %>% as.data.frame() %>% 
  rownames_to_column(var = "Slough_Habitat_Season_SizeClass") %>% 
  separate(Slough_Habitat_Season_SizeClass, into = c("Slough", "Habitat", "Season_SizeClass"), sep = "_") %>%
  separate(Season_SizeClass, into = c("Season", "SizeClass"), sep = 3) %>% 
  mutate(SizeClass = gsub("^.", "", SizeClass)) %>% 
  mutate(Slough  = gsub("\\[[[0-9]+] ", "", Slough)) %>% 
  filter(Slough == "SRS", Habitat == "Pond", Season == "Wet") %>% 
  filter(SizeClass %in% colnames(.)) %>% 
  select(Slough, Habitat, Season, SizeClass, matches(.$SizeClass)) %>% 
  unite(Slough_Habitat_Season_SizeClass, c("Slough", "Habitat", "Season", "SizeClass"), sep = "_") %>% 
  column_to_rownames(var = "Slough_Habitat_Season_SizeClass")

#format modes to bind with pairwise probs
srs.wet.np.pond.modes.wide <- SEA.B.modes.matrix.t %>% as.data.frame() %>% 
  rownames_to_column(var = "Slough_Habitat_Season_SizeClass") %>% 
  separate(Slough_Habitat_Season_SizeClass, into = c("Slough", "Habitat", "Season_SizeClass"), sep = "_") %>%
  separate(Season_SizeClass, into = c("Season", "Size Class"), sep = 3) %>% 
  mutate(`Size Class` = gsub("^.", "", `Size Class`)) %>% 
  mutate(Slough  = gsub("\\[[[0-9]+] ", "", Slough)) %>% 
  filter(Slough == "SRS", Habitat %in%  c("NP", "Pond"), Season == "Wet") %>% 
  pivot_wider(id_cols = `Size Class`, names_from = Habitat, values_from = mode) %>% 
  filter(!is.na(NP), !is.na(Pond))

srs.wet.np.pond.direct.pairwise <- srs.wet.np.pond.pairwise %>% as.matrix() %>% 
  diag() %>% as.data.frame() %>% 
  mutate(Slough_Habitat_Season_SizeClass = rownames(srs.wet.np.pond.pairwise)) %>% 
  separate(Slough_Habitat_Season_SizeClass, into = c("Slough", "Habitat", "Season", "Size Class"), sep = "_") %>% 
  filter(!`Size Class` %in% c("Green Algae", "FLOC", "PERMAT", "PEREPI")) %>% 
  merge(., srs.wet.np.pond.modes.wide, by = "Size Class") %>% 
  select(`Size Class`, contains("NP"), contains("Pond"), everything()) %>% select(-c(Habitat)) %>% 
  rename(`NP < Pond` = ".") %>% 
  mutate(#`Pre > Post` = 1 - `Pre < Post`,
    Direction = case_when(
      `NP < Pond` >= 0.95 ~ "Decrease",
      `NP < Pond` < 0.05 ~ "Increase",
      `NP < Pond` > 0.05 | `NP < Pond` < 0.95 ~ "No Change"),
    `Percent Change` = ((Pond-NP)/NP)*100,
    `Size Class` = case_when(
      `Size Class` == "AMPHIPOD" ~ "Amphipoda",
      `Size Class` == "BELSPP" ~ "Belostoma spp.",
      `Size Class` == "BRAGRA" ~ "B. gravida",
      `Size Class` == "COPEPOD" ~ "Copepoda",
      `Size Class` == "CHIRON" ~ "Chironomidae",
      `Size Class` == "COENAG" ~ "Coenagrionidae",
      `Size Class` == "CELSPP" ~ "Celithimus spp.",
      `Size Class` == "ERYSIM" ~ "E. simplicicollis",
      `Size Class` == "LIBINC" ~ "L. incesta",
      `Size Class` == "PALPAL" ~ "P. paludosus",
      `Size Class` == "PELFEM" ~ "P. femoratus",
      `Size Class` == "PROFAL" ~ "P. fallax",
      `Size Class` == "PROALL" ~ "P. alleni",
      `Size Class` == "PROSPP" ~ "Procambarus spp.",
      TRUE ~ `Size Class`)) %>% 
  mutate(across(where(is.numeric), round, digits = 2)) %>% 
  select(Slough, Season, `Size Class`, NP, Pond, `NP < Pond`, `Percent Change`)

1.4.6.4 SRS Marsh-Near Pond Dry Season Comparisons

srs.dry.marsh.np.pairwise <- SEA.B.pairwise %>% as.data.frame() %>% 
  rownames_to_column(var = "Slough_Habitat_Season_SizeClass") %>% 
  separate(Slough_Habitat_Season_SizeClass, into = c("Slough", "Habitat", "Season_SizeClass"), sep = "_") %>%
  separate(Season_SizeClass, into = c("Season", "SizeClass"), sep = 3) %>% 
  mutate(SizeClass = gsub("^.", "", SizeClass)) %>% 
  mutate(Slough  = gsub("\\[[[0-9]+] ", "", Slough)) %>% 
  filter(Slough == "SRS", Habitat == "Marsh", Season == "Dry") %>% 
  #unite(Slough_Habitat_Season_SizeClass, c("Slough", "Habitat", "Season_SizeClass"), sep = "_") %>% 
  select(-c(Slough, Habitat, Season)) %>% 
  column_to_rownames(var = "SizeClass") %>% 
  t() %>% as.data.frame() %>% 
  rownames_to_column(var = "Slough_Habitat_Season_SizeClass") %>% 
  separate(Slough_Habitat_Season_SizeClass, into = c("Slough", "Habitat", "Season_SizeClass"), sep = "_") %>%
  separate(Season_SizeClass, into = c("Season", "SizeClass"), sep = 3) %>% 
  mutate(SizeClass = gsub("^.", "", SizeClass)) %>% 
  mutate(Slough  = gsub("\\[[[0-9]+] ", "", Slough)) %>% 
  filter(Slough == "SRS", Habitat == "NP", Season == "Dry") %>% 
  filter(SizeClass %in% colnames(.)) %>% 
  select(Slough, Habitat, Season, SizeClass, matches(.$SizeClass)) %>% 
  unite(Slough_Habitat_Season_SizeClass, c("Slough", "Habitat", "Season", "SizeClass"), sep = "_") %>% 
  column_to_rownames(var = "Slough_Habitat_Season_SizeClass")

#format modes to bind with pairwise probs
srs.dry.marsh.np.modes.wide <- SEA.B.modes.matrix.t %>% as.data.frame() %>% 
  rownames_to_column(var = "Slough_Habitat_Season_SizeClass") %>% 
  separate(Slough_Habitat_Season_SizeClass, into = c("Slough", "Habitat", "Season_SizeClass"), sep = "_") %>%
  separate(Season_SizeClass, into = c("Season", "Size Class"), sep = 3) %>% 
  mutate(`Size Class` = gsub("^.", "", `Size Class`)) %>% 
  mutate(Slough  = gsub("\\[[[0-9]+] ", "", Slough)) %>% 
  filter(Slough == "SRS", Habitat %in%  c("Marsh", "NP"), Season == "Dry") %>% 
  pivot_wider(id_cols = `Size Class`, names_from = Habitat, values_from = mode) %>% 
  filter(!is.na(Marsh), !is.na(NP))

srs.dry.marsh.np.direct.pairwise <- srs.dry.marsh.np.pairwise %>% as.matrix() %>% 
  diag() %>% as.data.frame() %>% 
  mutate(Slough_Habitat_Season_SizeClass = rownames(srs.dry.marsh.np.pairwise)) %>% 
  separate(Slough_Habitat_Season_SizeClass, into = c("Slough", "Habitat", "Season", "Size Class"), sep = "_") %>% 
  filter(!`Size Class` %in% c("Green Algae", "FLOC", "PERMAT", "PEREPI")) %>% 
  merge(., srs.dry.marsh.np.modes.wide, by = "Size Class") %>% 
  select(`Size Class`, contains("Marsh"), contains("NP"), everything()) %>% select(-c(Habitat)) %>% 
  rename(`Marsh < NP` = ".") %>% 
  mutate(#`Pre > Post` = 1 - `Pre < Post`,
    Direction = case_when(
      `Marsh < NP` >= 0.95 ~ "Decrease",
      `Marsh < NP` < 0.05 ~ "Increase",
      `Marsh < NP` > 0.05 | `Marsh < NP` < 0.95 ~ "No Change"),
    `Percent Change` = ((NP-Marsh)/Marsh)*100,
    `Size Class` = case_when(
      `Size Class` == "AMPHIPOD" ~ "Amphipoda",
      `Size Class` == "BELSPP" ~ "Belostoma spp.",
      `Size Class` == "BRAGRA" ~ "B. gravida",
      `Size Class` == "COPEPOD" ~ "Copepoda",
      `Size Class` == "CHIRON" ~ "Chironomidae",
      `Size Class` == "COENAG" ~ "Coenagrionidae",
      `Size Class` == "CELSPP" ~ "Celithimus spp.",
      `Size Class` == "ERYSIM" ~ "E. simplicicollis",
      `Size Class` == "PALPAL" ~ "P. paludosus",
      `Size Class` == "PELFEM" ~ "P. femoratus",
      `Size Class` == "PROFAL" ~ "P. fallax",
      `Size Class` == "PROALL" ~ "P. alleni",
      `Size Class` == "PROSPP" ~ "Procambarus spp.",
      TRUE ~ `Size Class`)) %>% 
  mutate(across(where(is.numeric), round, digits = 2)) %>% 
  select(Slough, Season, `Size Class`, Marsh, NP, `Marsh < NP`, `Percent Change`)

1.4.6.5 SRS Marsh-Pond Dry Season Comparisons

srs.dry.marsh.pond.pairwise <- SEA.B.pairwise %>% as.data.frame() %>% 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  rownames_to_column(var = "Slough_Habitat_Season_SizeClass") %>% 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  separate(Slough_Habitat_Season_SizeClass, into = c("Slough", "Habitat", "Season_SizeClass"), sep = "_") %>%
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  separate(Season_SizeClass, into = c("Season", "SizeClass"), sep = 3) %>% 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  mutate(SizeClass = gsub("^.", "", SizeClass)) %>% 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  mutate(Slough  = gsub("\\[[[0-9]+] ", "", Slough)) %>% 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  filter(Slough == "SRS", Habitat == "Marsh", Season == "Dry") %>% 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  #unite(Slough_Habitat_Season_SizeClass, c("Slough", "Habitat", "Season_SizeClass"), sep = "_") %>% 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  select(-c(Slough, Habitat, Season)) %>% 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  column_to_rownames(var = "SizeClass") %>% 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  t() %>% as.data.frame() %>% 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  rownames_to_column(var = "Slough_Habitat_Season_SizeClass") %>% 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  separate(Slough_Habitat_Season_SizeClass, into = c("Slough", "Habitat", "Season_SizeClass"), sep = "_") %>%
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  separate(Season_SizeClass, into = c("Season", "SizeClass"), sep = 3) %>% 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  mutate(SizeClass = gsub("^.", "", SizeClass)) %>% 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  mutate(Slough  = gsub("\\[[[0-9]+] ", "", Slough)) %>% 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  filter(Slough == "SRS", Habitat == "Pond", Season == "Dry") %>% 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  filter(SizeClass %in% colnames(.)) %>% 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  select(Slough, Habitat, Season, SizeClass, matches(.$SizeClass)) %>% 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  unite(Slough_Habitat_Season_SizeClass, c("Slough", "Habitat", "Season", "SizeClass"), sep = "_") %>% 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  column_to_rownames(var = "Slough_Habitat_Season_SizeClass")
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
#format modes to bind with pairwise probs
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
srs.dry.marsh.pond.modes.wide <- SEA.B.modes.matrix.t %>% as.data.frame() %>% 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  rownames_to_column(var = "Slough_Habitat_Season_SizeClass") %>% 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  separate(Slough_Habitat_Season_SizeClass, into = c("Slough", "Habitat", "Season_SizeClass"), sep = "_") %>%
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  separate(Season_SizeClass, into = c("Season", "Size Class"), sep = 3) %>% 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  mutate(`Size Class` = gsub("^.", "", `Size Class`)) %>% 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  mutate(Slough  = gsub("\\[[[0-9]+] ", "", Slough)) %>% 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  filter(Slough == "SRS", Habitat %in%  c("Marsh", "Pond"), Season == "Dry") %>% 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  pivot_wider(id_cols = `Size Class`, names_from = Habitat, values_from = mode) %>% 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  filter(!is.na(Marsh), !is.na(Pond))
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
srs.dry.marsh.pond.direct.pairwise <- srs.dry.marsh.pond.pairwise %>% as.matrix() %>% 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  diag() %>% as.data.frame() %>% 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  mutate(Slough_Habitat_Season_SizeClass = rownames(srs.dry.marsh.pond.pairwise)) %>% 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  separate(Slough_Habitat_Season_SizeClass, into = c("Slough", "Habitat", "Season", "Size Class"), sep = "_") %>% 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  filter(!`Size Class` %in% c("Green Algae", "FLOC", "PERMAT", "PEREPI")) %>% 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  merge(., srs.dry.marsh.pond.modes.wide, by = "Size Class") %>% 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  select(`Size Class`, contains("Marsh"), contains("Pond"), everything()) %>% select(-c(Habitat)) %>% 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
    Direction = case_when(
      `Marsh < Pond` < 0.05 ~ "Increase",
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
      `Marsh < Pond` > 0.05 | `Marsh < Pond` < 0.95 ~ "No Change"),
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
    `Percent Change` = ((Pond-Marsh)/Marsh)*100,
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
    `Size Class` = case_when(
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
      `Size Class` == "AMPHIPOD" ~ "Amphipoda",
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
      `Size Class` == "BELSPP" ~ "Belostoma spp.",
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
      `Size Class` == "BRAGRA" ~ "B. gravida",
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
      `Size Class` == "COPEPOD" ~ "Copepoda",
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
      `Size Class` == "CHIRON" ~ "Chironomidae",
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
      `Size Class` == "COENAG" ~ "Coenagrionidae",
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
      `Size Class` == "CELSPP" ~ "Celithimus spp.",
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
      `Size Class` == "ERYSIM" ~ "E. simplicicollis",
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
      `Size Class` == "LIBINC" ~ "L. incesta",
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
      `Size Class` == "PALPAL" ~ "P. paludosus",
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
      `Size Class` == "PELFEM" ~ "P. femoratus",
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
      `Size Class` == "PLASCA" ~ "Planorbella spp.",
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
      `Size Class` == "PROFAL" ~ "P. fallax",
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
      `Size Class` == "PROALL" ~ "P. alleni",
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
      `Size Class` == "PROSPP" ~ "Procambarus spp.",
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
      TRUE ~ `Size Class`)) %>% 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  mutate(across(where(is.numeric), round, digits = 2)) %>% 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  select(Slough, Season, `Size Class`, Marsh, Pond, `Marsh < Pond`, `Percent Change`)
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument

1.4.6.6 SRS Near Pond-Pond Dry Season Comparisons

srs.dry.np.pond.pairwise <- SEA.B.pairwise %>% as.data.frame() %>% 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  rownames_to_column(var = "Slough_Habitat_Season_SizeClass") %>% 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  separate(Slough_Habitat_Season_SizeClass, into = c("Slough", "Habitat", "Season_SizeClass"), sep = "_") %>%
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  separate(Season_SizeClass, into = c("Season", "SizeClass"), sep = 3) %>% 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  mutate(SizeClass = gsub("^.", "", SizeClass)) %>% 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  mutate(Slough  = gsub("\\[[[0-9]+] ", "", Slough)) %>% 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  filter(Slough == "SRS", Habitat == "NP", Season == "Dry") %>% 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  #unite(Slough_Habitat_Season_SizeClass, c("Slough", "Habitat", "Season_SizeClass"), sep = "_") %>% 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  select(-c(Slough, Habitat, Season)) %>% 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  column_to_rownames(var = "SizeClass") %>% 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  t() %>% as.data.frame() %>% 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  rownames_to_column(var = "Slough_Habitat_Season_SizeClass") %>% 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  separate(Slough_Habitat_Season_SizeClass, into = c("Slough", "Habitat", "Season_SizeClass"), sep = "_") %>%
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  separate(Season_SizeClass, into = c("Season", "SizeClass"), sep = 3) %>% 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  mutate(SizeClass = gsub("^.", "", SizeClass)) %>% 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  mutate(Slough  = gsub("\\[[[0-9]+] ", "", Slough)) %>% 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  filter(Slough == "SRS", Habitat == "Pond", Season == "Dry") %>% 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  filter(SizeClass %in% colnames(.)) %>% 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  select(Slough, Habitat, Season, SizeClass, matches(.$SizeClass)) %>% 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  unite(Slough_Habitat_Season_SizeClass, c("Slough", "Habitat", "Season", "SizeClass"), sep = "_") %>% 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  column_to_rownames(var = "Slough_Habitat_Season_SizeClass")
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
#format modes to bind with pairwise probs
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
srs.dry.np.pond.modes.wide <- SEA.B.modes.matrix.t %>% as.data.frame() %>% 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  rownames_to_column(var = "Slough_Habitat_Season_SizeClass") %>% 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  separate(Slough_Habitat_Season_SizeClass, into = c("Slough", "Habitat", "Season_SizeClass"), sep = "_") %>%
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  separate(Season_SizeClass, into = c("Season", "Size Class"), sep = 3) %>% 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  mutate(`Size Class` = gsub("^.", "", `Size Class`)) %>% 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  mutate(Slough  = gsub("\\[[[0-9]+] ", "", Slough)) %>% 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  filter(Slough == "SRS", Habitat %in%  c("NP", "Pond"), Season == "Dry") %>% 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  pivot_wider(id_cols = `Size Class`, names_from = Habitat, values_from = mode) %>% 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  filter(!is.na(NP), !is.na(Pond))
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
srs.dry.np.pond.direct.pairwise <- srs.dry.np.pond.pairwise %>% as.matrix() %>% 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  diag() %>% as.data.frame() %>% 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  mutate(Slough_Habitat_Season_SizeClass = rownames(srs.dry.np.pond.pairwise)) %>% 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  separate(Slough_Habitat_Season_SizeClass, into = c("Slough", "Habitat", "Season", "Size Class"), sep = "_") %>% 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  filter(!`Size Class` %in% c("Green Algae", "FLOC", "PERMAT", "PEREPI")) %>% 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  merge(., srs.dry.np.pond.modes.wide, by = "Size Class") %>% 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  select(`Size Class`, contains("NP"), contains("Pond"), everything()) %>% select(-c(Habitat)) %>% 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  rename(`NP < Pond` = ".") %>% 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  mutate(#`Pre > Post` = 1 - `Pre < Post`,
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
    Direction = case_when(
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
      `NP < Pond` >= 0.95 ~ "Decrease",
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
      `NP < Pond` < 0.05 ~ "Increase",
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
      `NP < Pond` > 0.05 | `NP < Pond` < 0.95 ~ "No Change"),
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
    `Percent Change` = ((Pond-NP)/NP)*100,
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
    `Size Class` = case_when(
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
      `Size Class` == "AMPHIPOD" ~ "Amphipoda",
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
      `Size Class` == "BELSPP" ~ "Belostoma spp.",
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
      `Size Class` == "BRAGRA" ~ "B. gravida",
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
      `Size Class` == "COPEPOD" ~ "Copepoda",
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
      `Size Class` == "CHIRON" ~ "Chironomidae",
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
      `Size Class` == "COENAG" ~ "Coenagrionidae",
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
      `Size Class` == "CELSPP" ~ "Celithimus spp.",
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
      `Size Class` == "ERYSIM" ~ "E. simplicicollis",
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
      `Size Class` == "LIBINC" ~ "L. incesta",
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
      `Size Class` == "PALPAL" ~ "P. paludosus",
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
      `Size Class` == "PELFEM" ~ "P. femoratus",
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
      `Size Class` == "PROFAL" ~ "P. fallax",
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
      `Size Class` == "PROALL" ~ "P. alleni",
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
      `Size Class` == "PROSPP" ~ "Procambarus spp.",
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
      TRUE ~ `Size Class`)) %>% 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  mutate(across(where(is.numeric), round, digits = 2)) %>% 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  select(Slough, Season, `Size Class`, NP, Pond, `NP < Pond`, `Percent Change`)
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument

1.4.6.7 TSL Marsh-Near Pond Wet Season Comparisons

tsl.wet.marsh.np.pairwise <- SEA.B.pairwise %>% as.data.frame() %>% 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  rownames_to_column(var = "Slough_Habitat_Season_SizeClass") %>% 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  separate(Slough_Habitat_Season_SizeClass, into = c("Slough", "Habitat", "Season_SizeClass"), sep = "_") %>%
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  separate(Season_SizeClass, into = c("Season", "SizeClass"), sep = 3) %>% 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  mutate(SizeClass = gsub("^.", "", SizeClass)) %>% 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  mutate(Slough  = gsub("\\[[[0-9]+] ", "", Slough)) %>% 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  filter(Slough == "TSL", Habitat == "Marsh", Season == "Wet") %>% 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  #unite(Slough_Habitat_Season_SizeClass, c("Slough", "Habitat", "Season_SizeClass"), sep = "_") %>% 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  select(-c(Slough, Habitat, Season)) %>% 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  column_to_rownames(var = "SizeClass") %>% 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  t() %>% as.data.frame() %>% 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  rownames_to_column(var = "Slough_Habitat_Season_SizeClass") %>% 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  separate(Slough_Habitat_Season_SizeClass, into = c("Slough", "Habitat", "Season_SizeClass"), sep = "_") %>%
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  separate(Season_SizeClass, into = c("Season", "SizeClass"), sep = 3) %>% 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  mutate(SizeClass = gsub("^.", "", SizeClass)) %>% 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  mutate(Slough  = gsub("\\[[[0-9]+] ", "", Slough)) %>% 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  filter(Slough == "TSL", Habitat == "NP", Season == "Wet") %>% 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  filter(SizeClass %in% colnames(.)) %>% 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  select(Slough, Habitat, Season, SizeClass, matches(.$SizeClass)) %>% 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  unite(Slough_Habitat_Season_SizeClass, c("Slough", "Habitat", "Season", "SizeClass"), sep = "_") %>% 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  column_to_rownames(var = "Slough_Habitat_Season_SizeClass")
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
#format modes to bind with pairwise probs
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
tsl.wet.marsh.np.modes.wide <- SEA.B.modes.matrix.t %>% as.data.frame() %>% 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  rownames_to_column(var = "Slough_Habitat_Season_SizeClass") %>% 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  separate(Slough_Habitat_Season_SizeClass, into = c("Slough", "Habitat", "Season_SizeClass"), sep = "_") %>%
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  separate(Season_SizeClass, into = c("Season", "Size Class"), sep = 3) %>% 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  mutate(`Size Class` = gsub("^.", "", `Size Class`)) %>% 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  mutate(Slough  = gsub("\\[[[0-9]+] ", "", Slough)) %>% 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  filter(Slough == "TSL", Habitat %in%  c("Marsh", "NP"), Season == "Wet") %>% 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  pivot_wider(id_cols = `Size Class`, names_from = Habitat, values_from = mode) %>% 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  filter(!is.na(Marsh), !is.na(NP))
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
tsl.wet.marsh.np.direct.pairwise <- tsl.wet.marsh.np.pairwise %>% as.matrix() %>% 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  diag() %>% as.data.frame() %>% 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  mutate(Slough_Habitat_Season_SizeClass = rownames(tsl.wet.marsh.np.pairwise)) %>% 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  separate(Slough_Habitat_Season_SizeClass, into = c("Slough", "Habitat", "Season", "Size Class"), sep = "_") %>% 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  filter(!`Size Class` %in% c("Green Algae", "FLOC", "PERMAT", "PEREPI")) %>% 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  merge(., tsl.wet.marsh.np.modes.wide, by = "Size Class") %>% 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  select(`Size Class`, contains("Marsh"), contains("NP"), everything()) %>% select(-c(Habitat)) %>% 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  rename(`Marsh < NP` = ".") %>% 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  mutate(#`Pre > Post` = 1 - `Pre < Post`,
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
    Direction = case_when(
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
      `Marsh < NP` >= 0.95 ~ "Decrease",
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
      `Marsh < NP` < 0.05 ~ "Increase",
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
      `Marsh < NP` > 0.05 | `Marsh < NP` < 0.95 ~ "No Change"),
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
    `Percent Change` = ((NP-Marsh)/Marsh)*100,
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
    `Size Class` = case_when(
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
      `Size Class` == "AMPHIPOD" ~ "Amphipoda",
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
      `Size Class` == "BELSPP" ~ "Belostoma spp.",
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
      `Size Class` == "BLUE MITE" ~ "Hydrachnidia",
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
      `Size Class` == "BRAGRA" ~ "B. gravida",
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
      `Size Class` == "COLEOA" ~ "Coleoptera",
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
      `Size Class` == "COPEPOD" ~ "Copepoda",
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
      `Size Class` == "CHIRON" ~ "Chironomidae",
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
      `Size Class` == "COENAG" ~ "Coenagrionidae",
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
      `Size Class` == "CELSPP" ~ "Celithimus spp.",
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
      `Size Class` == "ERYSIM" ~ "E. simplicicollis",
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
      `Size Class` == "GERRID" ~ "Gerridae",
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
      `Size Class` == "PALPAL" ~ "P. paludosus",
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
      `Size Class` == "PELFEM" ~ "P. femoratus",
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
      `Size Class` == "PLASCA" ~ "Planorbella spp.",
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
      `Size Class` == "PROFAL" ~ "P. fallax",
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
      `Size Class` == "PROALL" ~ "P. alleni",
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
      `Size Class` == "PROSPP" ~ "Procambarus spp.",
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
      TRUE ~ `Size Class`)) %>% 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  mutate(across(where(is.numeric), round, digits = 2)) %>% 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  select(Slough, Season, `Size Class`, Marsh, NP, `Marsh < NP`, `Percent Change`)
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument

1.4.6.8 TSL Marsh-Pond Wet Season Comparisons

tsl.wet.marsh.pond.pairwise <- SEA.B.pairwise %>% as.data.frame() %>% 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  rownames_to_column(var = "Slough_Habitat_Season_SizeClass") %>% 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  separate(Slough_Habitat_Season_SizeClass, into = c("Slough", "Habitat", "Season_SizeClass"), sep = "_") %>%
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  separate(Season_SizeClass, into = c("Season", "SizeClass"), sep = 3) %>% 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  mutate(SizeClass = gsub("^.", "", SizeClass)) %>% 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  mutate(Slough  = gsub("\\[[[0-9]+] ", "", Slough)) %>% 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  filter(Slough == "TSL", Habitat == "Marsh", Season == "Wet") %>% 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  #unite(Slough_Habitat_Season_SizeClass, c("Slough", "Habitat", "Season_SizeClass"), sep = "_") %>% 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  select(-c(Slough, Habitat, Season)) %>% 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  column_to_rownames(var = "SizeClass") %>% 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  t() %>% as.data.frame() %>% 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  rownames_to_column(var = "Slough_Habitat_Season_SizeClass") %>% 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  separate(Slough_Habitat_Season_SizeClass, into = c("Slough", "Habitat", "Season_SizeClass"), sep = "_") %>%
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  separate(Season_SizeClass, into = c("Season", "SizeClass"), sep = 3) %>% 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  mutate(SizeClass = gsub("^.", "", SizeClass)) %>% 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  mutate(Slough  = gsub("\\[[[0-9]+] ", "", Slough)) %>% 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  filter(Slough == "TSL", Habitat == "Pond", Season == "Wet") %>% 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  filter(SizeClass %in% colnames(.)) %>% 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  select(Slough, Habitat, Season, SizeClass, matches(.$SizeClass)) %>% 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  unite(Slough_Habitat_Season_SizeClass, c("Slough", "Habitat", "Season", "SizeClass"), sep = "_") %>% 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  column_to_rownames(var = "Slough_Habitat_Season_SizeClass")
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
#format modes to bind with pairwise probs
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
tsl.wet.marsh.pond.modes.wide <- SEA.B.modes.matrix.t %>% as.data.frame() %>% 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  rownames_to_column(var = "Slough_Habitat_Season_SizeClass") %>% 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  separate(Slough_Habitat_Season_SizeClass, into = c("Slough", "Habitat", "Season_SizeClass"), sep = "_") %>%
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  separate(Season_SizeClass, into = c("Season", "Size Class"), sep = 3) %>% 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  mutate(`Size Class` = gsub("^.", "", `Size Class`)) %>% 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  mutate(Slough  = gsub("\\[[[0-9]+] ", "", Slough)) %>% 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  filter(Slough == "TSL", Habitat %in%  c("Marsh", "Pond"), Season == "Wet") %>% 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  pivot_wider(id_cols = `Size Class`, names_from = Habitat, values_from = mode) %>% 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  filter(!is.na(Marsh), !is.na(Pond))
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
tsl.wet.marsh.pond.direct.pairwise <- tsl.wet.marsh.pond.pairwise %>% as.matrix() %>% 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  diag() %>% as.data.frame() %>% 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  mutate(Slough_Habitat_Season_SizeClass = rownames(tsl.wet.marsh.pond.pairwise)) %>% 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  separate(Slough_Habitat_Season_SizeClass, into = c("Slough", "Habitat", "Season", "Size Class"), sep = "_") %>% 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  filter(!`Size Class` %in% c("Green Algae", "FLOC", "PERMAT", "PEREPI")) %>% 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  merge(., tsl.wet.marsh.pond.modes.wide, by = "Size Class") %>% 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  select(`Size Class`, contains("Marsh"), contains("Pond"), everything()) %>% select(-c(Habitat)) %>% 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  rename(`Marsh < Pond` = ".") %>% 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  mutate(#`Pre > Post` = 1 - `Pre < Post`,
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
    Direction = case_when(
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
      `Marsh < Pond` >= 0.95 ~ "Decrease",
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
      `Marsh < Pond` < 0.05 ~ "Increase",
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
      `Marsh < Pond` > 0.05 | `Marsh < Pond` < 0.95 ~ "No Change"),
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
    `Percent Change` = ((Pond-Marsh)/Marsh)*100,
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
    `Size Class` = case_when(
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
      `Size Class` == "AMPHIPOD" ~ "Amphipoda",
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
      `Size Class` == "BELSPP" ~ "Belostoma spp.",
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
      `Size Class` == "BRAGRA" ~ "B. gravida",
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
      `Size Class` == "COPEPOD" ~ "Copepoda",
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
      `Size Class` == "CHIRON" ~ "Chironomidae",
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
      `Size Class` == "COENAG" ~ "Coenagrionidae",
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
      `Size Class` == "CELSPP" ~ "Celithimus spp.",
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
      `Size Class` == "ERYSIM" ~ "E. simplicicollis",
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
      `Size Class` == "LIBINC" ~ "L. incesta",
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
      `Size Class` == "PALPAL" ~ "P. paludosus",
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
      `Size Class` == "PELFEM" ~ "P. femoratus",
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
      `Size Class` == "PROFAL" ~ "P. fallax",
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
      `Size Class` == "PROALL" ~ "P. alleni",
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
      `Size Class` == "PROSPP" ~ "Procambarus spp.",
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
      TRUE ~ `Size Class`)) %>% 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  mutate(across(where(is.numeric), round, digits = 2)) %>% 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  select(Slough, Season, `Size Class`, Marsh, Pond, `Marsh < Pond`, `Percent Change`)
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument

1.4.6.9 TSL NP-Pond Wet Season Comparisons

tsl.wet.np.pond.pairwise <- SEA.B.pairwise %>% as.data.frame() %>% 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  rownames_to_column(var = "Slough_Habitat_Season_SizeClass") %>% 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  separate(Slough_Habitat_Season_SizeClass, into = c("Slough", "Habitat", "Season_SizeClass"), sep = "_") %>%
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  separate(Season_SizeClass, into = c("Season", "SizeClass"), sep = 3) %>% 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  mutate(SizeClass = gsub("^.", "", SizeClass)) %>% 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  mutate(Slough  = gsub("\\[[[0-9]+] ", "", Slough)) %>% 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  filter(Slough == "TSL", Habitat == "NP", Season == "Wet") %>% 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  #unite(Slough_Habitat_Season_SizeClass, c("Slough", "Habitat", "Season_SizeClass"), sep = "_") %>% 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  select(-c(Slough, Habitat, Season)) %>% 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  column_to_rownames(var = "SizeClass") %>% 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  t() %>% as.data.frame() %>% 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  rownames_to_column(var = "Slough_Habitat_Season_SizeClass") %>% 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  separate(Slough_Habitat_Season_SizeClass, into = c("Slough", "Habitat", "Season_SizeClass"), sep = "_") %>%
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  separate(Season_SizeClass, into = c("Season", "SizeClass"), sep = 3) %>% 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  mutate(SizeClass = gsub("^.", "", SizeClass)) %>% 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  mutate(Slough  = gsub("\\[[[0-9]+] ", "", Slough)) %>% 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  filter(Slough == "TSL", Habitat == "Pond", Season == "Wet") %>% 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  filter(SizeClass %in% colnames(.)) %>% 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  select(Slough, Habitat, Season, SizeClass, matches(.$SizeClass)) %>% 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  unite(Slough_Habitat_Season_SizeClass, c("Slough", "Habitat", "Season", "SizeClass"), sep = "_") %>% 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  column_to_rownames(var = "Slough_Habitat_Season_SizeClass")
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
#format modes to bind with pairwise probs
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
tsl.wet.np.pond.modes.wide <- SEA.B.modes.matrix.t %>% as.data.frame() %>% 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  rownames_to_column(var = "Slough_Habitat_Season_SizeClass") %>% 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  separate(Slough_Habitat_Season_SizeClass, into = c("Slough", "Habitat", "Season_SizeClass"), sep = "_") %>%
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  separate(Season_SizeClass, into = c("Season", "Size Class"), sep = 3) %>% 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  mutate(`Size Class` = gsub("^.", "", `Size Class`)) %>% 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  mutate(Slough  = gsub("\\[[[0-9]+] ", "", Slough)) %>% 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  filter(Slough == "TSL", Habitat %in%  c("NP", "Pond"), Season == "Wet") %>% 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  pivot_wider(id_cols = `Size Class`, names_from = Habitat, values_from = mode) %>% 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  filter(!is.na(NP), !is.na(Pond))
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
tsl.wet.np.pond.direct.pairwise <- tsl.wet.np.pond.pairwise %>% as.matrix() %>% 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  diag() %>% as.data.frame() %>% 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  mutate(Slough_Habitat_Season_SizeClass = rownames(tsl.wet.np.pond.pairwise)) %>% 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  separate(Slough_Habitat_Season_SizeClass, into = c("Slough", "Habitat", "Season", "Size Class"), sep = "_") %>% 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  filter(!`Size Class` %in% c("Green Algae", "FLOC", "PERMAT", "PEREPI")) %>% 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  merge(., tsl.wet.np.pond.modes.wide, by = "Size Class") %>% 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  select(`Size Class`, contains("NP"), contains("Pond"), everything()) %>% select(-c(Habitat)) %>% 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  rename(`NP < Pond` = ".") %>% 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  mutate(#`Pre > Post` = 1 - `Pre < Post`,
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
    Direction = case_when(
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
      `NP < Pond` >= 0.95 ~ "Decrease",
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
      `NP < Pond` < 0.05 ~ "Increase",
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
      `NP < Pond` > 0.05 | `NP < Pond` < 0.95 ~ "No Change"),
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
    `Percent Change` = ((Pond-NP)/NP)*100,
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
    `Size Class` = case_when(
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
      `Size Class` == "AMPHIPOD" ~ "Amphipoda",
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
      `Size Class` == "BELSPP" ~ "Belostoma spp.",
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
      `Size Class` == "BRAGRA" ~ "B. gravida",
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
      `Size Class` == "COPEPOD" ~ "Copepoda",
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
      `Size Class` == "CHIRON" ~ "Chironomidae",
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
      `Size Class` == "COENAG" ~ "Coenagrionidae",
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
      `Size Class` == "CELSPP" ~ "Celithimus spp.",
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
      `Size Class` == "ERYSIM" ~ "E. simplicicollis",
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
      `Size Class` == "LIBINC" ~ "L. incesta",
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
      `Size Class` == "PALPAL" ~ "P. paludosus",
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
      `Size Class` == "PELFEM" ~ "P. femoratus",
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
      `Size Class` == "PROFAL" ~ "P. fallax",
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
      `Size Class` == "PROALL" ~ "P. alleni",
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
      `Size Class` == "PROSPP" ~ "Procambarus spp.",
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
      TRUE ~ `Size Class`)) %>% 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  mutate(across(where(is.numeric), round, digits = 2)) %>% 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  select(Slough, Season, `Size Class`, NP, Pond, `NP < Pond`, `Percent Change`)
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument

1.4.6.10 TSL Marsh-Near Pond Dry Season Comparisons

No dry-season TSL near-pond data

1.4.6.11 TSL Marsh-Pond Dry Season Comparisons

tsl.dry.marsh.pond.pairwise <- SEA.B.pairwise %>% as.data.frame() %>% 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  rownames_to_column(var = "Slough_Habitat_Season_SizeClass") %>% 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  separate(Slough_Habitat_Season_SizeClass, into = c("Slough", "Habitat", "Season_SizeClass"), sep = "_") %>%
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  separate(Season_SizeClass, into = c("Season", "SizeClass"), sep = 3) %>% 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  mutate(SizeClass = gsub("^.", "", SizeClass)) %>% 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  mutate(Slough  = gsub("\\[[[0-9]+] ", "", Slough)) %>% 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  filter(Slough == "TSL", Habitat == "Marsh", Season == "Dry") %>% 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  #unite(Slough_Habitat_Season_SizeClass, c("Slough", "Habitat", "Season_SizeClass"), sep = "_") %>% 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  select(-c(Slough, Habitat, Season)) %>% 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  column_to_rownames(var = "SizeClass") %>% 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  t() %>% as.data.frame() %>% 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  rownames_to_column(var = "Slough_Habitat_Season_SizeClass") %>% 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  separate(Slough_Habitat_Season_SizeClass, into = c("Slough", "Habitat", "Season_SizeClass"), sep = "_") %>%
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  separate(Season_SizeClass, into = c("Season", "SizeClass"), sep = 3) %>% 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  mutate(SizeClass = gsub("^.", "", SizeClass)) %>% 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  mutate(Slough  = gsub("\\[[[0-9]+] ", "", Slough)) %>% 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  filter(Slough == "TSL", Habitat == "Pond", Season == "Dry") %>% 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  filter(SizeClass %in% colnames(.)) %>% 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  select(Slough, Habitat, Season, SizeClass, matches(.$SizeClass)) %>% 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  unite(Slough_Habitat_Season_SizeClass, c("Slough", "Habitat", "Season", "SizeClass"), sep = "_") %>% 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  column_to_rownames(var = "Slough_Habitat_Season_SizeClass")
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
#format modes to bind with pairwise probs
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
tsl.dry.marsh.pond.modes.wide <- SEA.B.modes.matrix.t %>% as.data.frame() %>% 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  rownames_to_column(var = "Slough_Habitat_Season_SizeClass") %>% 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  separate(Slough_Habitat_Season_SizeClass, into = c("Slough", "Habitat", "Season_SizeClass"), sep = "_") %>%
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  separate(Season_SizeClass, into = c("Season", "Size Class"), sep = 3) %>% 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  mutate(`Size Class` = gsub("^.", "", `Size Class`)) %>% 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  mutate(Slough  = gsub("\\[[[0-9]+] ", "", Slough)) %>% 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  filter(Slough == "TSL", Habitat %in%  c("Marsh", "Pond"), Season == "Dry") %>% 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  pivot_wider(id_cols = `Size Class`, names_from = Habitat, values_from = mode) %>% 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  filter(!is.na(Marsh), !is.na(Pond))
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
tsl.dry.marsh.pond.direct.pairwise <- tsl.dry.marsh.pond.pairwise %>% as.matrix() %>% 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  diag() %>% as.data.frame() %>% 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  mutate(Slough_Habitat_Season_SizeClass = rownames(tsl.dry.marsh.pond.pairwise)) %>% 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  separate(Slough_Habitat_Season_SizeClass, into = c("Slough", "Habitat", "Season", "Size Class"), sep = "_") %>% 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  filter(!`Size Class` %in% c("Green Algae", "FLOC", "PERMAT", "PEREPI")) %>% 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  merge(., tsl.dry.marsh.pond.modes.wide, by = "Size Class") %>% 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  select(`Size Class`, contains("Marsh"), contains("Pond"), everything()) %>% select(-c(Habitat)) %>% 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  rename(`Marsh < Pond` = ".") %>% 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  mutate(#`Pre > Post` = 1 - `Pre < Post`,
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
    Direction = case_when(
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
      `Marsh < Pond` >= 0.95 ~ "Decrease",
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
      `Marsh < Pond` < 0.05 ~ "Increase",
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
      `Marsh < Pond` > 0.05 | `Marsh < Pond` < 0.95 ~ "No Change"),
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
    `Percent Change` = ((Pond-Marsh)/Marsh)*100,
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
    `Size Class` = case_when(
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
      `Size Class` == "AMPHIPOD" ~ "Amphipoda",
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
      `Size Class` == "BELSPP" ~ "Belostoma spp.",
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
      `Size Class` == "BRAGRA" ~ "B. gravida",
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
      `Size Class` == "COPEPOD" ~ "Copepoda",
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
      `Size Class` == "CHIRON" ~ "Chironomidae",
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
      `Size Class` == "COENAG" ~ "Coenagrionidae",
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
      `Size Class` == "CELSPP" ~ "Celithimus spp.",
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
      `Size Class` == "ERYSIM" ~ "E. simplicicollis",
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
      `Size Class` == "LIBINC" ~ "L. incesta",
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
      `Size Class` == "PALPAL" ~ "P. paludosus",
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
      `Size Class` == "PELFEM" ~ "P. femoratus",
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
      `Size Class` == "PLASCA" ~ "Planorbella spp.",
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
      `Size Class` == "PROFAL" ~ "P. fallax",
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
      `Size Class` == "PROALL" ~ "P. alleni",
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
      `Size Class` == "PROSPP" ~ "Procambarus spp.",
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
      TRUE ~ `Size Class`)) %>% 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  mutate(across(where(is.numeric), round, digits = 2)) %>% 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  select(Slough, Season, `Size Class`, Marsh, Pond, `Marsh < Pond`, `Percent Change`)
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument

1.4.6.12 TSL Near Pond-Pond Dry Season Comparisons

No dry-season TSL near-pond data

1.4.6.13 Combine Habitat Comparisons

#Marsh-NP
marsh.np.comparisons <- bind_rows(srs.wet.marsh.np.direct.pairwise, srs.dry.marsh.np.direct.pairwise, 
                                  tsl.wet.marsh.np.direct.pairwise)

#proportion of statistical changes in marsh-np comparisons
sum(marsh.np.comparisons$`Marsh < NP`>=0.95 | marsh.np.comparisons$`Marsh < NP`<=0.05)/nrow(marsh.np.comparisons) 

#mean and sd % change
marsh.np.comparisons %>% 
  filter(`Marsh < NP` >= 0.95 | `Marsh < NP` <= 0.05) %>% 
  mutate(`Percent Change` = abs(`Percent Change`)) %>% 
  summarize_at(.vars = "Percent Change", list(mean = mean,sd = sd))

#Marsh-Pond
marsh.pond.comparisons <- bind_rows(srs.wet.marsh.pond.direct.pairwise, srs.dry.marsh.pond.direct.pairwise, 
                                    tsl.wet.marsh.pond.direct.pairwise, tsl.dry.marsh.pond.direct.pairwise)

#proportion of statistical changes in marsh-pond comparisons
sum(marsh.pond.comparisons$`Marsh < Pond`>=0.95 | marsh.pond.comparisons$`Marsh < Pond`<=0.05)/nrow(marsh.pond.comparisons) 

#mean and sd % change
marsh.pond.comparisons %>% 
  filter(`Marsh < Pond` >= 0.95 | `Marsh < Pond` <= 0.05) %>% 
  mutate(`Percent Change` = abs(`Percent Change`)) %>% 
  summarize_at(.vars = "Percent Change", list(mean = mean, sd = sd))


#NP-Pond
np.pond.comparisons <- bind_rows(srs.wet.np.pond.direct.pairwise, srs.dry.np.pond.direct.pairwise, 
                                 tsl.wet.np.pond.direct.pairwise)

#proportion of statistical changes in marsh-np comparisons
sum(np.pond.comparisons$`NP < Pond`>=0.95 | np.pond.comparisons$`NP < Pond`<=0.05)/nrow(np.pond.comparisons) 

#mean and sd % change
np.pond.comparisons %>% 
  filter(`NP < Pond` >= 0.95 | `NP < Pond` <= 0.05) %>% 
  mutate(`Percent Change` = abs(`Percent Change`)) %>% 
  summarize_at(.vars = "Percent Change", list(mean = mean, sd = sd))

#combine into a list and export to Excel
habitat.comparisons <- list("Marsh-NP" = marsh.np.comparisons, "Marsh-Pond" = marsh.pond.comparisons, 
                            "NP-Pond" = np.pond.comparisons)

write.xlsx(habitat.comparisons, "habitat_comparisons.xlsx")
#proportion of all habitat comparisons that were statistically different
(
  sum(marsh.np.comparisons$`Marsh < NP`>=0.95 | marsh.np.comparisons$`Marsh < NP`<=0.05)+
    sum(marsh.pond.comparisons$`Marsh < Pond`>=0.95 | marsh.pond.comparisons$`Marsh < Pond`<=0.05)+
    sum(np.pond.comparisons$`NP < Pond`>=0.95 | np.pond.comparisons$`NP < Pond`<=0.05)
)/(
  nrow(marsh.np.comparisons)+nrow(marsh.pond.comparisons)+nrow(np.pond.comparisons)
)

#mean sd % change for all habitat comparisons
bind_rows(
  marsh.np.comparisons %>% rename(Comparison = `Marsh < NP`),
  marsh.pond.comparisons %>% rename(Comparison = `Marsh < Pond`),
  np.pond.comparisons %>% rename(Comparison = `NP < Pond`)) %>% 
  filter(Comparison >= 0.95 | Comparison <= 0.05) %>% 
  mutate(`Percent Change` = abs(`Percent Change`)) %>% 
  summarize_at(.vars = "Percent Change", list(mean = mean, sd = sd))

2 Pre- vs Post-Invasion

2.1 Load data

This file is output from 03_diets_from_stomach_contents.Rmd

pre.post.invasion.stomachs <- read.csv("Outputs/Stomach Contents/Diet/Pre-vs-Post-Invasion/pre_post_nmds_consumers.csv") %>% 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  mutate(size_class = gsub("[//.]", "_", size_class))
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument

2.2 Format data for SIBER

pre.post.siber.data <- pre.post.invasion.stomachs %>% 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  unite(community, c("Habitat", "Season", "Invasion_Status"), sep = "_") %>% 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  rename(group = size_class, iso1 = MDS1, iso2 = MDS2) %>% 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  select(iso1, iso2, group, community) %>% 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  group_by(group, community) %>% 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  filter(n()>2, sd(iso1)!=0, sd(iso2)!=0, !is.na(iso1), !is.na(iso2)) %>% 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  ungroup() %>% 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  as.data.frame() %>% 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  arrange(community, group)
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
#createSiberObject
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
pre.post.siber<-createSiberObject(pre.post.siber.data)
Warning: At least one of your groups has less than 5 observations.
          The absolute minimum sample size for each group is 3 in order
          for the various ellipses and corresponding metrics to be 
          calculated. More reasonably though, a minimum of 5 data points
          are required to calculate the two means and the 2x2 covariance 
          matrix and not run out of degrees of freedom. Check the item 
          named 'sample.sizes' in the object returned by this function 
          in order to locate the offending group. Bear in mind that NAs in 
          the sample.size matrix simply indicate groups that are not 
          present in that community, and is an acceptable data structure 
          for these analyses.Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
#write out samples sizes table
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
write.csv(pre.post.siber[["sample.sizes"]] %>% t(), 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
          file = "Outputs/Stomach Contents/Diet/Pre-vs-Post-Invasion/siber_pre_post_stomachs_n_table.csv")
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument

Visualize SIBER object

# Create lists of plotting arguments to be passed onwards to each 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
# of the three plotting functions.
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
community.hulls.args <- list(col = 1, lty = 1, lwd = 1)
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
group.ellipses.args  <- list(n = 100, p.interval = 0.95, lty = 1, lwd = 2)
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
group.hull.args      <- list(lty = 2, col = "grey20")
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
par(mfrow=c(1,1))
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
plotSiberObject(pre.post.siber,
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
                ax.pad = 2, 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
                hulls = F, community.hulls.args, 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
                ellipses = T, group.ellipses.args,
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
                group.hulls = T, group.hull.args,
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
                bty = "L",
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
                iso.order = c(1,2),
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
                xlab = expression(paste(delta^{13}, "C (\u2030)")),
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
                ylab = expression(paste(delta^{15}, "N (\u2030)"))
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
)
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument

2.3 Calculate TA, SEA, SEAc

pre.post.ML <- groupMetricsML(pre.post.siber)
print(pre.post.ML)
write.csv(t(pre.post.ML), file = "Outputs/Stomach Contents/Diet/Pre-vs-Post-Invasion/pre_post_ML.csv")

2.4 SIBER model

#use the same model parameters
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
# fit the ellipses which uses an Inverse Wishart prior
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
# on the covariance matrix Sigma, and a vague normal prior on the 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
# means. Fitting is via the JAGS method.
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
pre.post.ellipses.posterior <- siberMVN(pre.post.siber, parms, priors)
Compiling model graph
   Resolving undeclared variables
   Allocating nodes
Graph information:
   Observed stochastic nodes: 4
   Unobserved stochastic nodes: 3
   Total graph size: 19

Initializing model


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Compiling model graph
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Graph information:
   Observed stochastic nodes: 8
   Unobserved stochastic nodes: 3
   Total graph size: 23

Initializing model


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Graph information:
   Observed stochastic nodes: 5
   Unobserved stochastic nodes: 3
   Total graph size: 20

Initializing model


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Graph information:
   Observed stochastic nodes: 4
   Unobserved stochastic nodes: 3
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Graph information:
   Observed stochastic nodes: 9
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Compiling model graph
   Resolving undeclared variables
   Allocating nodes
Graph information:
   Observed stochastic nodes: 7
   Unobserved stochastic nodes: 3
   Total graph size: 22

Initializing model


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Compiling model graph
   Resolving undeclared variables
   Allocating nodes
Graph information:
   Observed stochastic nodes: 5
   Unobserved stochastic nodes: 3
   Total graph size: 20

Initializing model


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Compiling model graph
   Resolving undeclared variables
   Allocating nodes
Graph information:
   Observed stochastic nodes: 5
   Unobserved stochastic nodes: 3
   Total graph size: 20

Initializing model


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Compiling model graph
   Resolving undeclared variables
   Allocating nodes
Graph information:
   Observed stochastic nodes: 33
   Unobserved stochastic nodes: 3
   Total graph size: 48

Initializing model


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Compiling model graph
   Resolving undeclared variables
   Allocating nodes
Graph information:
   Observed stochastic nodes: 3
   Unobserved stochastic nodes: 3
   Total graph size: 18

Initializing model


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Compiling model graph
   Resolving undeclared variables
   Allocating nodes
Graph information:
   Observed stochastic nodes: 18
   Unobserved stochastic nodes: 3
   Total graph size: 33

Initializing model


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Compiling model graph
   Resolving undeclared variables
   Allocating nodes
Graph information:
   Observed stochastic nodes: 25
   Unobserved stochastic nodes: 3
   Total graph size: 40

Initializing model


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Compiling model graph
   Resolving undeclared variables
   Allocating nodes
Graph information:
   Observed stochastic nodes: 3
   Unobserved stochastic nodes: 3
   Total graph size: 18

Initializing model


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Compiling model graph
   Resolving undeclared variables
   Allocating nodes
Graph information:
   Observed stochastic nodes: 7
   Unobserved stochastic nodes: 3
   Total graph size: 22

Initializing model


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Compiling model graph
   Resolving undeclared variables
   Allocating nodes
Graph information:
   Observed stochastic nodes: 6
   Unobserved stochastic nodes: 3
   Total graph size: 21

Initializing model


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Compiling model graph
   Resolving undeclared variables
   Allocating nodes
Graph information:
   Observed stochastic nodes: 3
   Unobserved stochastic nodes: 3
   Total graph size: 18

Initializing model


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Compiling model graph
   Resolving undeclared variables
   Allocating nodes
Graph information:
   Observed stochastic nodes: 27
   Unobserved stochastic nodes: 3
   Total graph size: 42

Initializing model


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Compiling model graph
   Resolving undeclared variables
   Allocating nodes
Graph information:
   Observed stochastic nodes: 5
   Unobserved stochastic nodes: 3
   Total graph size: 20

Initializing model


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Compiling model graph
   Resolving undeclared variables
   Allocating nodes
Graph information:
   Observed stochastic nodes: 24
   Unobserved stochastic nodes: 3
   Total graph size: 39

Initializing model


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Compiling model graph
   Resolving undeclared variables
   Allocating nodes
Graph information:
   Observed stochastic nodes: 22
   Unobserved stochastic nodes: 3
   Total graph size: 37

Initializing model


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Compiling model graph
   Resolving undeclared variables
   Allocating nodes
Graph information:
   Observed stochastic nodes: 50
   Unobserved stochastic nodes: 3
   Total graph size: 65

Initializing model


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Compiling model graph
   Resolving undeclared variables
   Allocating nodes
Graph information:
   Observed stochastic nodes: 18
   Unobserved stochastic nodes: 3
   Total graph size: 33

Initializing model


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Compiling model graph
   Resolving undeclared variables
   Allocating nodes
Graph information:
   Observed stochastic nodes: 17
   Unobserved stochastic nodes: 3
   Total graph size: 32

Initializing model


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Compiling model graph
   Resolving undeclared variables
   Allocating nodes
Graph information:
   Observed stochastic nodes: 26
   Unobserved stochastic nodes: 3
   Total graph size: 41

Initializing model


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Compiling model graph
   Resolving undeclared variables
   Allocating nodes
Graph information:
   Observed stochastic nodes: 23
   Unobserved stochastic nodes: 3
   Total graph size: 38

Initializing model


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Compiling model graph
   Resolving undeclared variables
   Allocating nodes
Graph information:
   Observed stochastic nodes: 25
   Unobserved stochastic nodes: 3
   Total graph size: 40

Initializing model


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Compiling model graph
   Resolving undeclared variables
   Allocating nodes
Graph information:
   Observed stochastic nodes: 25
   Unobserved stochastic nodes: 3
   Total graph size: 40

Initializing model


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Compiling model graph
   Resolving undeclared variables
   Allocating nodes
Graph information:
   Observed stochastic nodes: 23
   Unobserved stochastic nodes: 3
   Total graph size: 38

Initializing model


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Compiling model graph
   Resolving undeclared variables
   Allocating nodes
Graph information:
   Observed stochastic nodes: 5
   Unobserved stochastic nodes: 3
   Total graph size: 20

Initializing model


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Compiling model graph
   Resolving undeclared variables
   Allocating nodes
Graph information:
   Observed stochastic nodes: 26
   Unobserved stochastic nodes: 3
   Total graph size: 41

Initializing model


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Compiling model graph
   Resolving undeclared variables
   Allocating nodes
Graph information:
   Observed stochastic nodes: 41
   Unobserved stochastic nodes: 3
   Total graph size: 56

Initializing model


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Compiling model graph
   Resolving undeclared variables
   Allocating nodes
Graph information:
   Observed stochastic nodes: 38
   Unobserved stochastic nodes: 3
   Total graph size: 53

Initializing model


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Compiling model graph
   Resolving undeclared variables
   Allocating nodes
Graph information:
   Observed stochastic nodes: 57
   Unobserved stochastic nodes: 3
   Total graph size: 72

Initializing model


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Compiling model graph
   Resolving undeclared variables
   Allocating nodes
Graph information:
   Observed stochastic nodes: 34
   Unobserved stochastic nodes: 3
   Total graph size: 49

Initializing model


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Compiling model graph
   Resolving undeclared variables
   Allocating nodes
Graph information:
   Observed stochastic nodes: 31
   Unobserved stochastic nodes: 3
   Total graph size: 46

Initializing model


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Compiling model graph
   Resolving undeclared variables
   Allocating nodes
Graph information:
   Observed stochastic nodes: 8
   Unobserved stochastic nodes: 3
   Total graph size: 23

Initializing model


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  |************************************************* |  98%Compiling model graph
   Resolving undeclared variables
   Allocating nodes
Graph information:
   Observed stochastic nodes: 10
   Unobserved stochastic nodes: 3
   Total graph size: 25

Initializing model


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Compiling model graph
   Resolving undeclared variables
   Allocating nodes
Graph information:
   Observed stochastic nodes: 8
   Unobserved stochastic nodes: 3
   Total graph size: 23

Initializing model


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Compiling model graph
   Resolving undeclared variables
   Allocating nodes
Graph information:
   Observed stochastic nodes: 3
   Unobserved stochastic nodes: 3
   Total graph size: 18

Initializing model


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Compiling model graph
   Resolving undeclared variables
   Allocating nodes
Graph information:
   Observed stochastic nodes: 15
   Unobserved stochastic nodes: 3
   Total graph size: 30

Initializing model


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Compiling model graph
   Resolving undeclared variables
   Allocating nodes
Graph information:
   Observed stochastic nodes: 4
   Unobserved stochastic nodes: 3
   Total graph size: 19

Initializing model


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Compiling model graph
   Resolving undeclared variables
   Allocating nodes
Graph information:
   Observed stochastic nodes: 3
   Unobserved stochastic nodes: 3
   Total graph size: 18

Initializing model


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Compiling model graph
   Resolving undeclared variables
   Allocating nodes
Graph information:
   Observed stochastic nodes: 14
   Unobserved stochastic nodes: 3
   Total graph size: 29

Initializing model


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Compiling model graph
   Resolving undeclared variables
   Allocating nodes
Graph information:
   Observed stochastic nodes: 18
   Unobserved stochastic nodes: 3
   Total graph size: 33

Initializing model


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Compiling model graph
   Resolving undeclared variables
   Allocating nodes
Graph information:
   Observed stochastic nodes: 18
   Unobserved stochastic nodes: 3
   Total graph size: 33

Initializing model


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Compiling model graph
   Resolving undeclared variables
   Allocating nodes
Graph information:
   Observed stochastic nodes: 8
   Unobserved stochastic nodes: 3
   Total graph size: 23

Initializing model


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Compiling model graph
   Resolving undeclared variables
   Allocating nodes
Graph information:
   Observed stochastic nodes: 5
   Unobserved stochastic nodes: 3
   Total graph size: 20

Initializing model


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Compiling model graph
   Resolving undeclared variables
   Allocating nodes
Graph information:
   Observed stochastic nodes: 24
   Unobserved stochastic nodes: 3
   Total graph size: 39

Initializing model


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  |************************************************* |  98%Compiling model graph
   Resolving undeclared variables
   Allocating nodes
Graph information:
   Observed stochastic nodes: 3
   Unobserved stochastic nodes: 3
   Total graph size: 18

Initializing model


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Compiling model graph
   Resolving undeclared variables
   Allocating nodes
Graph information:
   Observed stochastic nodes: 16
   Unobserved stochastic nodes: 3
   Total graph size: 31

Initializing model


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Compiling model graph
   Resolving undeclared variables
   Allocating nodes
Graph information:
   Observed stochastic nodes: 16
   Unobserved stochastic nodes: 3
   Total graph size: 31

Initializing model


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Compiling model graph
   Resolving undeclared variables
   Allocating nodes
Graph information:
   Observed stochastic nodes: 17
   Unobserved stochastic nodes: 3
   Total graph size: 32

Initializing model


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Compiling model graph
   Resolving undeclared variables
   Allocating nodes
Graph information:
   Observed stochastic nodes: 3
   Unobserved stochastic nodes: 3
   Total graph size: 18

Initializing model


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Compiling model graph
   Resolving undeclared variables
   Allocating nodes
Graph information:
   Observed stochastic nodes: 3
   Unobserved stochastic nodes: 3
   Total graph size: 18

Initializing model


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Compiling model graph
   Resolving undeclared variables
   Allocating nodes
Graph information:
   Observed stochastic nodes: 3
   Unobserved stochastic nodes: 3
   Total graph size: 18

Initializing model


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Compiling model graph
   Resolving undeclared variables
   Allocating nodes
Graph information:
   Observed stochastic nodes: 10
   Unobserved stochastic nodes: 3
   Total graph size: 25

Initializing model


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Compiling model graph
   Resolving undeclared variables
   Allocating nodes
Graph information:
   Observed stochastic nodes: 26
   Unobserved stochastic nodes: 3
   Total graph size: 41

Initializing model


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Compiling model graph
   Resolving undeclared variables
   Allocating nodes
Graph information:
   Observed stochastic nodes: 4
   Unobserved stochastic nodes: 3
   Total graph size: 19

Initializing model


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Compiling model graph
   Resolving undeclared variables
   Allocating nodes
Graph information:
   Observed stochastic nodes: 25
   Unobserved stochastic nodes: 3
   Total graph size: 40

Initializing model


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Compiling model graph
   Resolving undeclared variables
   Allocating nodes
Graph information:
   Observed stochastic nodes: 22
   Unobserved stochastic nodes: 3
   Total graph size: 37

Initializing model


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Compiling model graph
   Resolving undeclared variables
   Allocating nodes
Graph information:
   Observed stochastic nodes: 34
   Unobserved stochastic nodes: 3
   Total graph size: 49

Initializing model


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Compiling model graph
   Resolving undeclared variables
   Allocating nodes
Graph information:
   Observed stochastic nodes: 49
   Unobserved stochastic nodes: 3
   Total graph size: 64

Initializing model


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Compiling model graph
   Resolving undeclared variables
   Allocating nodes
Graph information:
   Observed stochastic nodes: 23
   Unobserved stochastic nodes: 3
   Total graph size: 38

Initializing model


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Compiling model graph
   Resolving undeclared variables
   Allocating nodes
Graph information:
   Observed stochastic nodes: 27
   Unobserved stochastic nodes: 3
   Total graph size: 42

Initializing model


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Compiling model graph
   Resolving undeclared variables
   Allocating nodes
Graph information:
   Observed stochastic nodes: 25
   Unobserved stochastic nodes: 3
   Total graph size: 40

Initializing model


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Compiling model graph
   Resolving undeclared variables
   Allocating nodes
Graph information:
   Observed stochastic nodes: 26
   Unobserved stochastic nodes: 3
   Total graph size: 41

Initializing model


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Compiling model graph
   Resolving undeclared variables
   Allocating nodes
Graph information:
   Observed stochastic nodes: 25
   Unobserved stochastic nodes: 3
   Total graph size: 40

Initializing model


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Compiling model graph
   Resolving undeclared variables
   Allocating nodes
Graph information:
   Observed stochastic nodes: 25
   Unobserved stochastic nodes: 3
   Total graph size: 40

Initializing model


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Compiling model graph
   Resolving undeclared variables
   Allocating nodes
Graph information:
   Observed stochastic nodes: 25
   Unobserved stochastic nodes: 3
   Total graph size: 40

Initializing model


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Compiling model graph
   Resolving undeclared variables
   Allocating nodes
Graph information:
   Observed stochastic nodes: 25
   Unobserved stochastic nodes: 3
   Total graph size: 40

Initializing model


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Compiling model graph
   Resolving undeclared variables
   Allocating nodes
Graph information:
   Observed stochastic nodes: 51
   Unobserved stochastic nodes: 3
   Total graph size: 66

Initializing model


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Compiling model graph
   Resolving undeclared variables
   Allocating nodes
Graph information:
   Observed stochastic nodes: 35
   Unobserved stochastic nodes: 3
   Total graph size: 50

Initializing model


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Compiling model graph
   Resolving undeclared variables
   Allocating nodes
Graph information:
   Observed stochastic nodes: 3
   Unobserved stochastic nodes: 3
   Total graph size: 18

Initializing model


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Compiling model graph
   Resolving undeclared variables
   Allocating nodes
Graph information:
   Observed stochastic nodes: 42
   Unobserved stochastic nodes: 3
   Total graph size: 57

Initializing model


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Compiling model graph
   Resolving undeclared variables
   Allocating nodes
Graph information:
   Observed stochastic nodes: 10
   Unobserved stochastic nodes: 3
   Total graph size: 25

Initializing model


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Compiling model graph
   Resolving undeclared variables
   Allocating nodes
Graph information:
   Observed stochastic nodes: 33
   Unobserved stochastic nodes: 3
   Total graph size: 48

Initializing model


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Compiling model graph
   Resolving undeclared variables
   Allocating nodes
Graph information:
   Observed stochastic nodes: 18
   Unobserved stochastic nodes: 3
   Total graph size: 33

Initializing model


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Compiling model graph
   Resolving undeclared variables
   Allocating nodes
Graph information:
   Observed stochastic nodes: 20
   Unobserved stochastic nodes: 3
   Total graph size: 35

Initializing model


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Compiling model graph
   Resolving undeclared variables
   Allocating nodes
Graph information:
   Observed stochastic nodes: 11
   Unobserved stochastic nodes: 3
   Total graph size: 26

Initializing model


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Compiling model graph
   Resolving undeclared variables
   Allocating nodes
Graph information:
   Observed stochastic nodes: 3
   Unobserved stochastic nodes: 3
   Total graph size: 18

Initializing model


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Compiling model graph
   Resolving undeclared variables
   Allocating nodes
Graph information:
   Observed stochastic nodes: 3
   Unobserved stochastic nodes: 3
   Total graph size: 18

Initializing model


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Compiling model graph
   Resolving undeclared variables
   Allocating nodes
Graph information:
   Observed stochastic nodes: 4
   Unobserved stochastic nodes: 3
   Total graph size: 19

Initializing model


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Compiling model graph
   Resolving undeclared variables
   Allocating nodes
Graph information:
   Observed stochastic nodes: 6
   Unobserved stochastic nodes: 3
   Total graph size: 21

Initializing model


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Compiling model graph
   Resolving undeclared variables
   Allocating nodes
Graph information:
   Observed stochastic nodes: 8
   Unobserved stochastic nodes: 3
   Total graph size: 23

Initializing model


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Compiling model graph
   Resolving undeclared variables
   Allocating nodes
Graph information:
   Observed stochastic nodes: 3
   Unobserved stochastic nodes: 3
   Total graph size: 18

Initializing model


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Compiling model graph
   Resolving undeclared variables
   Allocating nodes
Graph information:
   Observed stochastic nodes: 11
   Unobserved stochastic nodes: 3
   Total graph size: 26

Initializing model


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Compiling model graph
   Resolving undeclared variables
   Allocating nodes
Graph information:
   Observed stochastic nodes: 16
   Unobserved stochastic nodes: 3
   Total graph size: 31

Initializing model


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Compiling model graph
   Resolving undeclared variables
   Allocating nodes
Graph information:
   Observed stochastic nodes: 27
   Unobserved stochastic nodes: 3
   Total graph size: 42

Initializing model


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Compiling model graph
   Resolving undeclared variables
   Allocating nodes
Graph information:
   Observed stochastic nodes: 5
   Unobserved stochastic nodes: 3
   Total graph size: 20

Initializing model


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Compiling model graph
   Resolving undeclared variables
   Allocating nodes
Graph information:
   Observed stochastic nodes: 5
   Unobserved stochastic nodes: 3
   Total graph size: 20

Initializing model


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Compiling model graph
   Resolving undeclared variables
   Allocating nodes
Graph information:
   Observed stochastic nodes: 8
   Unobserved stochastic nodes: 3
   Total graph size: 23

Initializing model


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Compiling model graph
   Resolving undeclared variables
   Allocating nodes
Graph information:
   Observed stochastic nodes: 3
   Unobserved stochastic nodes: 3
   Total graph size: 18

Initializing model


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Compiling model graph
   Resolving undeclared variables
   Allocating nodes
Graph information:
   Observed stochastic nodes: 22
   Unobserved stochastic nodes: 3
   Total graph size: 37

Initializing model


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Compiling model graph
   Resolving undeclared variables
   Allocating nodes
Graph information:
   Observed stochastic nodes: 23
   Unobserved stochastic nodes: 3
   Total graph size: 38

Initializing model


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Compiling model graph
   Resolving undeclared variables
   Allocating nodes
Graph information:
   Observed stochastic nodes: 9
   Unobserved stochastic nodes: 3
   Total graph size: 24

Initializing model


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Compiling model graph
   Resolving undeclared variables
   Allocating nodes
Graph information:
   Observed stochastic nodes: 9
   Unobserved stochastic nodes: 3
   Total graph size: 24

Initializing model


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Compiling model graph
   Resolving undeclared variables
   Allocating nodes
Graph information:
   Observed stochastic nodes: 4
   Unobserved stochastic nodes: 3
   Total graph size: 19

Initializing model


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Compiling model graph
   Resolving undeclared variables
   Allocating nodes
Graph information:
   Observed stochastic nodes: 7
   Unobserved stochastic nodes: 3
   Total graph size: 22

Initializing model


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Compiling model graph
   Resolving undeclared variables
   Allocating nodes
Graph information:
   Observed stochastic nodes: 11
   Unobserved stochastic nodes: 3
   Total graph size: 26

Initializing model


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Compiling model graph
   Resolving undeclared variables
   Allocating nodes
Graph information:
   Observed stochastic nodes: 4
   Unobserved stochastic nodes: 3
   Total graph size: 19

Initializing model


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Compiling model graph
   Resolving undeclared variables
   Allocating nodes
Graph information:
   Observed stochastic nodes: 6
   Unobserved stochastic nodes: 3
   Total graph size: 21

Initializing model


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Compiling model graph
   Resolving undeclared variables
   Allocating nodes
Graph information:
   Observed stochastic nodes: 18
   Unobserved stochastic nodes: 3
   Total graph size: 33

Initializing model


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Compiling model graph
   Resolving undeclared variables
   Allocating nodes
Graph information:
   Observed stochastic nodes: 43
   Unobserved stochastic nodes: 3
   Total graph size: 58

Initializing model


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Compiling model graph
   Resolving undeclared variables
   Allocating nodes
Graph information:
   Observed stochastic nodes: 46
   Unobserved stochastic nodes: 3
   Total graph size: 61

Initializing model


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Compiling model graph
   Resolving undeclared variables
   Allocating nodes
Graph information:
   Observed stochastic nodes: 19
   Unobserved stochastic nodes: 3
   Total graph size: 34

Initializing model


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Compiling model graph
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   Allocating nodes
Graph information:
   Observed stochastic nodes: 5
   Unobserved stochastic nodes: 3
   Total graph size: 20

Initializing model


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Compiling model graph
   Resolving undeclared variables
   Allocating nodes
Graph information:
   Observed stochastic nodes: 22
   Unobserved stochastic nodes: 3
   Total graph size: 37

Initializing model


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Compiling model graph
   Resolving undeclared variables
   Allocating nodes
Graph information:
   Observed stochastic nodes: 14
   Unobserved stochastic nodes: 3
   Total graph size: 29

Initializing model


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Compiling model graph
   Resolving undeclared variables
   Allocating nodes
Graph information:
   Observed stochastic nodes: 6
   Unobserved stochastic nodes: 3
   Total graph size: 21

Initializing model


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Compiling model graph
   Resolving undeclared variables
   Allocating nodes
Graph information:
   Observed stochastic nodes: 8
   Unobserved stochastic nodes: 3
   Total graph size: 23

Initializing model


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Compiling model graph
   Resolving undeclared variables
   Allocating nodes
Graph information:
   Observed stochastic nodes: 25
   Unobserved stochastic nodes: 3
   Total graph size: 40

Initializing model


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Compiling model graph
   Resolving undeclared variables
   Allocating nodes
Graph information:
   Observed stochastic nodes: 23
   Unobserved stochastic nodes: 3
   Total graph size: 38

Initializing model


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Compiling model graph
   Resolving undeclared variables
   Allocating nodes
Graph information:
   Observed stochastic nodes: 5
   Unobserved stochastic nodes: 3
   Total graph size: 20

Initializing model


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Compiling model graph
   Resolving undeclared variables
   Allocating nodes
Graph information:
   Observed stochastic nodes: 9
   Unobserved stochastic nodes: 3
   Total graph size: 24

Initializing model


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Compiling model graph
   Resolving undeclared variables
   Allocating nodes
Graph information:
   Observed stochastic nodes: 6
   Unobserved stochastic nodes: 3
   Total graph size: 21

Initializing model


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Compiling model graph
   Resolving undeclared variables
   Allocating nodes
Graph information:
   Observed stochastic nodes: 6
   Unobserved stochastic nodes: 3
   Total graph size: 21

Initializing model


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Compiling model graph
   Resolving undeclared variables
   Allocating nodes
Graph information:
   Observed stochastic nodes: 12
   Unobserved stochastic nodes: 3
   Total graph size: 27

Initializing model


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Compiling model graph
   Resolving undeclared variables
   Allocating nodes
Graph information:
   Observed stochastic nodes: 16
   Unobserved stochastic nodes: 3
   Total graph size: 31

Initializing model


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Compiling model graph
   Resolving undeclared variables
   Allocating nodes
Graph information:
   Observed stochastic nodes: 3
   Unobserved stochastic nodes: 3
   Total graph size: 18

Initializing model


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Compiling model graph
   Resolving undeclared variables
   Allocating nodes
Graph information:
   Observed stochastic nodes: 7
   Unobserved stochastic nodes: 3
   Total graph size: 22

Initializing model


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Compiling model graph
   Resolving undeclared variables
   Allocating nodes
Graph information:
   Observed stochastic nodes: 88
   Unobserved stochastic nodes: 3
   Total graph size: 103

Initializing model


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Compiling model graph
   Resolving undeclared variables
   Allocating nodes
Graph information:
   Observed stochastic nodes: 4
   Unobserved stochastic nodes: 3
   Total graph size: 19

Initializing model


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Compiling model graph
   Resolving undeclared variables
   Allocating nodes
Graph information:
   Observed stochastic nodes: 42
   Unobserved stochastic nodes: 3
   Total graph size: 57

Initializing model


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Compiling model graph
   Resolving undeclared variables
   Allocating nodes
Graph information:
   Observed stochastic nodes: 16
   Unobserved stochastic nodes: 3
   Total graph size: 31

Initializing model


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Compiling model graph
   Resolving undeclared variables
   Allocating nodes
Graph information:
   Observed stochastic nodes: 6
   Unobserved stochastic nodes: 3
   Total graph size: 21

Initializing model


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Compiling model graph
   Resolving undeclared variables
   Allocating nodes
Graph information:
   Observed stochastic nodes: 5
   Unobserved stochastic nodes: 3
   Total graph size: 20

Initializing model


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Compiling model graph
   Resolving undeclared variables
   Allocating nodes
Graph information:
   Observed stochastic nodes: 4
   Unobserved stochastic nodes: 3
   Total graph size: 19

Initializing model


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Compiling model graph
   Resolving undeclared variables
   Allocating nodes
Graph information:
   Observed stochastic nodes: 6
   Unobserved stochastic nodes: 3
   Total graph size: 21

Initializing model


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Compiling model graph
   Resolving undeclared variables
   Allocating nodes
Graph information:
   Observed stochastic nodes: 7
   Unobserved stochastic nodes: 3
   Total graph size: 22

Initializing model


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Compiling model graph
   Resolving undeclared variables
   Allocating nodes
Graph information:
   Observed stochastic nodes: 3
   Unobserved stochastic nodes: 3
   Total graph size: 18

Initializing model


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Compiling model graph
   Resolving undeclared variables
   Allocating nodes
Graph information:
   Observed stochastic nodes: 5
   Unobserved stochastic nodes: 3
   Total graph size: 20

Initializing model


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Compiling model graph
   Resolving undeclared variables
   Allocating nodes
Graph information:
   Observed stochastic nodes: 23
   Unobserved stochastic nodes: 3
   Total graph size: 38

Initializing model


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Compiling model graph
   Resolving undeclared variables
   Allocating nodes
Graph information:
   Observed stochastic nodes: 18
   Unobserved stochastic nodes: 3
   Total graph size: 33

Initializing model


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Compiling model graph
   Resolving undeclared variables
   Allocating nodes
Graph information:
   Observed stochastic nodes: 21
   Unobserved stochastic nodes: 3
   Total graph size: 36

Initializing model


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Compiling model graph
   Resolving undeclared variables
   Allocating nodes
Graph information:
   Observed stochastic nodes: 9
   Unobserved stochastic nodes: 3
   Total graph size: 24

Initializing model


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Compiling model graph
   Resolving undeclared variables
   Allocating nodes
Graph information:
   Observed stochastic nodes: 3
   Unobserved stochastic nodes: 3
   Total graph size: 18

Initializing model


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Compiling model graph
   Resolving undeclared variables
   Allocating nodes
Graph information:
   Observed stochastic nodes: 14
   Unobserved stochastic nodes: 3
   Total graph size: 29

Initializing model


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Compiling model graph
   Resolving undeclared variables
   Allocating nodes
Graph information:
   Observed stochastic nodes: 20
   Unobserved stochastic nodes: 3
   Total graph size: 35

Initializing model


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Compiling model graph
   Resolving undeclared variables
   Allocating nodes
Graph information:
   Observed stochastic nodes: 19
   Unobserved stochastic nodes: 3
   Total graph size: 34

Initializing model


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Compiling model graph
   Resolving undeclared variables
   Allocating nodes
Graph information:
   Observed stochastic nodes: 4
   Unobserved stochastic nodes: 3
   Total graph size: 19

Initializing model


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Compiling model graph
   Resolving undeclared variables
   Allocating nodes
Graph information:
   Observed stochastic nodes: 9
   Unobserved stochastic nodes: 3
   Total graph size: 24

Initializing model


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Compiling model graph
   Resolving undeclared variables
   Allocating nodes
Graph information:
   Observed stochastic nodes: 3
   Unobserved stochastic nodes: 3
   Total graph size: 18

Initializing model


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  |************************************************* |  98%Compiling model graph
   Resolving undeclared variables
   Allocating nodes
Graph information:
   Observed stochastic nodes: 6
   Unobserved stochastic nodes: 3
   Total graph size: 21

Initializing model


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Compiling model graph
   Resolving undeclared variables
   Allocating nodes
Graph information:
   Observed stochastic nodes: 3
   Unobserved stochastic nodes: 3
   Total graph size: 18

Initializing model


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Compiling model graph
   Resolving undeclared variables
   Allocating nodes
Graph information:
   Observed stochastic nodes: 13
   Unobserved stochastic nodes: 3
   Total graph size: 28

Initializing model


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Compiling model graph
   Resolving undeclared variables
   Allocating nodes
Graph information:
   Observed stochastic nodes: 4
   Unobserved stochastic nodes: 3
   Total graph size: 19

Initializing model


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Compiling model graph
   Resolving undeclared variables
   Allocating nodes
Graph information:
   Observed stochastic nodes: 7
   Unobserved stochastic nodes: 3
   Total graph size: 22

Initializing model


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Compiling model graph
   Resolving undeclared variables
   Allocating nodes
Graph information:
   Observed stochastic nodes: 7
   Unobserved stochastic nodes: 3
   Total graph size: 22

Initializing model


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Compiling model graph
   Resolving undeclared variables
   Allocating nodes
Graph information:
   Observed stochastic nodes: 6
   Unobserved stochastic nodes: 3
   Total graph size: 21

Initializing model


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Compiling model graph
   Resolving undeclared variables
   Allocating nodes
Graph information:
   Observed stochastic nodes: 4
   Unobserved stochastic nodes: 3
   Total graph size: 19

Initializing model


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Compiling model graph
   Resolving undeclared variables
   Allocating nodes
Graph information:
   Observed stochastic nodes: 5
   Unobserved stochastic nodes: 3
   Total graph size: 20

Initializing model


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Compiling model graph
   Resolving undeclared variables
   Allocating nodes
Graph information:
   Observed stochastic nodes: 8
   Unobserved stochastic nodes: 3
   Total graph size: 23

Initializing model


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Compiling model graph
   Resolving undeclared variables
   Allocating nodes
Graph information:
   Observed stochastic nodes: 5
   Unobserved stochastic nodes: 3
   Total graph size: 20

Initializing model


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Compiling model graph
   Resolving undeclared variables
   Allocating nodes
Graph information:
   Observed stochastic nodes: 22
   Unobserved stochastic nodes: 3
   Total graph size: 37

Initializing model


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Compiling model graph
   Resolving undeclared variables
   Allocating nodes
Graph information:
   Observed stochastic nodes: 14
   Unobserved stochastic nodes: 3
   Total graph size: 29

Initializing model


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Compiling model graph
   Resolving undeclared variables
   Allocating nodes
Graph information:
   Observed stochastic nodes: 9
   Unobserved stochastic nodes: 3
   Total graph size: 24

Initializing model


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Compiling model graph
   Resolving undeclared variables
   Allocating nodes
Graph information:
   Observed stochastic nodes: 8
   Unobserved stochastic nodes: 3
   Total graph size: 23

Initializing model


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Compiling model graph
   Resolving undeclared variables
   Allocating nodes
Graph information:
   Observed stochastic nodes: 19
   Unobserved stochastic nodes: 3
   Total graph size: 34

Initializing model


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Compiling model graph
   Resolving undeclared variables
   Allocating nodes
Graph information:
   Observed stochastic nodes: 17
   Unobserved stochastic nodes: 3
   Total graph size: 32

Initializing model


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Compiling model graph
   Resolving undeclared variables
   Allocating nodes
Graph information:
   Observed stochastic nodes: 6
   Unobserved stochastic nodes: 3
   Total graph size: 21

Initializing model


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Compiling model graph
   Resolving undeclared variables
   Allocating nodes
Graph information:
   Observed stochastic nodes: 10
   Unobserved stochastic nodes: 3
   Total graph size: 25

Initializing model


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   Resolving undeclared variables
   Allocating nodes
Graph information:
   Observed stochastic nodes: 12
   Unobserved stochastic nodes: 3
   Total graph size: 27

Initializing model


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Compiling model graph
   Resolving undeclared variables
   Allocating nodes
Graph information:
   Observed stochastic nodes: 5
   Unobserved stochastic nodes: 3
   Total graph size: 20

Initializing model


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Compiling model graph
   Resolving undeclared variables
   Allocating nodes
Graph information:
   Observed stochastic nodes: 7
   Unobserved stochastic nodes: 3
   Total graph size: 22

Initializing model


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Compiling model graph
   Resolving undeclared variables
   Allocating nodes
Graph information:
   Observed stochastic nodes: 8
   Unobserved stochastic nodes: 3
   Total graph size: 23

Initializing model


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Compiling model graph
   Resolving undeclared variables
   Allocating nodes
Graph information:
   Observed stochastic nodes: 16
   Unobserved stochastic nodes: 3
   Total graph size: 31

Initializing model


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Compiling model graph
   Resolving undeclared variables
   Allocating nodes
Graph information:
   Observed stochastic nodes: 5
   Unobserved stochastic nodes: 3
   Total graph size: 20

Initializing model


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Compiling model graph
   Resolving undeclared variables
   Allocating nodes
Graph information:
   Observed stochastic nodes: 4
   Unobserved stochastic nodes: 3
   Total graph size: 19

Initializing model


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Compiling model graph
   Resolving undeclared variables
   Allocating nodes
Graph information:
   Observed stochastic nodes: 25
   Unobserved stochastic nodes: 3
   Total graph size: 40

Initializing model


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Compiling model graph
   Resolving undeclared variables
   Allocating nodes
Graph information:
   Observed stochastic nodes: 25
   Unobserved stochastic nodes: 3
   Total graph size: 40

Initializing model


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Compiling model graph
   Resolving undeclared variables
   Allocating nodes
Graph information:
   Observed stochastic nodes: 6
   Unobserved stochastic nodes: 3
   Total graph size: 21

Initializing model


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Compiling model graph
   Resolving undeclared variables
   Allocating nodes
Graph information:
   Observed stochastic nodes: 3
   Unobserved stochastic nodes: 3
   Total graph size: 18

Initializing model


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Compiling model graph
   Resolving undeclared variables
   Allocating nodes
Graph information:
   Observed stochastic nodes: 14
   Unobserved stochastic nodes: 3
   Total graph size: 29

Initializing model


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Compiling model graph
   Resolving undeclared variables
   Allocating nodes
Graph information:
   Observed stochastic nodes: 26
   Unobserved stochastic nodes: 3
   Total graph size: 41

Initializing model


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Compiling model graph
   Resolving undeclared variables
   Allocating nodes
Graph information:
   Observed stochastic nodes: 17
   Unobserved stochastic nodes: 3
   Total graph size: 32

Initializing model


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Compiling model graph
   Resolving undeclared variables
   Allocating nodes
Graph information:
   Observed stochastic nodes: 18
   Unobserved stochastic nodes: 3
   Total graph size: 33

Initializing model


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Compiling model graph
   Resolving undeclared variables
   Allocating nodes
Graph information:
   Observed stochastic nodes: 23
   Unobserved stochastic nodes: 3
   Total graph size: 38

Initializing model


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Compiling model graph
   Resolving undeclared variables
   Allocating nodes
Graph information:
   Observed stochastic nodes: 29
   Unobserved stochastic nodes: 3
   Total graph size: 44

Initializing model


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Compiling model graph
   Resolving undeclared variables
   Allocating nodes
Graph information:
   Observed stochastic nodes: 14
   Unobserved stochastic nodes: 3
   Total graph size: 29

Initializing model


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Compiling model graph
   Resolving undeclared variables
   Allocating nodes
Graph information:
   Observed stochastic nodes: 36
   Unobserved stochastic nodes: 3
   Total graph size: 51

Initializing model


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Compiling model graph
   Resolving undeclared variables
   Allocating nodes
Graph information:
   Observed stochastic nodes: 22
   Unobserved stochastic nodes: 3
   Total graph size: 37

Initializing model


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Compiling model graph
   Resolving undeclared variables
   Allocating nodes
Graph information:
   Observed stochastic nodes: 15
   Unobserved stochastic nodes: 3
   Total graph size: 30

Initializing model


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Compiling model graph
   Resolving undeclared variables
   Allocating nodes
Graph information:
   Observed stochastic nodes: 32
   Unobserved stochastic nodes: 3
   Total graph size: 47

Initializing model


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Compiling model graph
   Resolving undeclared variables
   Allocating nodes
Graph information:
   Observed stochastic nodes: 22
   Unobserved stochastic nodes: 3
   Total graph size: 37

Initializing model


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Compiling model graph
   Resolving undeclared variables
   Allocating nodes
Graph information:
   Observed stochastic nodes: 13
   Unobserved stochastic nodes: 3
   Total graph size: 28

Initializing model


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Compiling model graph
   Resolving undeclared variables
   Allocating nodes
Graph information:
   Observed stochastic nodes: 10
   Unobserved stochastic nodes: 3
   Total graph size: 25

Initializing model


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Compiling model graph
   Resolving undeclared variables
   Allocating nodes
Graph information:
   Observed stochastic nodes: 6
   Unobserved stochastic nodes: 3
   Total graph size: 21

Initializing model


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Compiling model graph
   Resolving undeclared variables
   Allocating nodes
Graph information:
   Observed stochastic nodes: 28
   Unobserved stochastic nodes: 3
   Total graph size: 43

Initializing model


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Compiling model graph
   Resolving undeclared variables
   Allocating nodes
Graph information:
   Observed stochastic nodes: 22
   Unobserved stochastic nodes: 3
   Total graph size: 37

Initializing model


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Compiling model graph
   Resolving undeclared variables
   Allocating nodes
Graph information:
   Observed stochastic nodes: 4
   Unobserved stochastic nodes: 3
   Total graph size: 19

Initializing model


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Compiling model graph
   Resolving undeclared variables
   Allocating nodes
Graph information:
   Observed stochastic nodes: 3
   Unobserved stochastic nodes: 3
   Total graph size: 18

Initializing model


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Compiling model graph
   Resolving undeclared variables
   Allocating nodes
Graph information:
   Observed stochastic nodes: 13
   Unobserved stochastic nodes: 3
   Total graph size: 28

Initializing model


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Compiling model graph
   Resolving undeclared variables
   Allocating nodes
Graph information:
   Observed stochastic nodes: 26
   Unobserved stochastic nodes: 3
   Total graph size: 41

Initializing model


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Compiling model graph
   Resolving undeclared variables
   Allocating nodes
Graph information:
   Observed stochastic nodes: 26
   Unobserved stochastic nodes: 3
   Total graph size: 41

Initializing model


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Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
#calculate posterior estimates of ellipses for all groups
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
pre.post.SEA.B<-siberEllipses(pre.post.ellipses.posterior)
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
colnames(pre.post.SEA.B)<-names(pre.post.ellipses.posterior)
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument

2.4.1 Extract SIBER Output

#calculate credibility intervals
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
cr.p<-c(0.5, 0.95, 0.99) #vector of desired quantiles
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
#call hdrcde_hdr using lapply()
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
pre.post.SEA.B.credibles<-lapply(
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  as.data.frame(pre.post.SEA.B), 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  function(x,...){tmp<-hdrcde::hdr(x)$hdr},
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  prob = cr.p)
Warning: Binning grid too coarse for current (small) bandwidth: consider increasing 'gridsize'Warning: Binning grid too coarse for current (small) bandwidth: consider increasing 'gridsize'Warning: Binning grid too coarse for current (small) bandwidth: consider increasing 'gridsize'Warning: Binning grid too coarse for current (small) bandwidth: consider increasing 'gridsize'Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
#match up group names
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
names(pre.post.SEA.B.credibles)<-names(pre.post.ellipses.posterior)
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
#this carries through the row names from matrices in SEA.B.credibles
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
#they don't turn out all that clean though, so adding a column later with the same info
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
pre.post.y <- do.call(function(...) {
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  tmp <- plyr::rbind.fill.matrix(...)
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  rownames(tmp) <- sapply(pre.post.SEA.B.credibles, function(i) {
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
    rownames(i)
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  })
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  return(tmp)
pre.post.y
               1            2           3           4
99% 0.0050182146 9.471239e-02  0.09745388  0.09888046
95% 0.0065536734 5.921998e-02          NA          NA
50% 0.0115772902 2.442719e-02          NA          NA
99% 0.0743788736 5.590379e-01          NA          NA
95% 0.0908530883 4.125874e-01          NA          NA
50% 0.1417706743 2.361491e-01          NA          NA
99% 0.0392332900 5.869554e-01          NA          NA
95% 0.0520400166 3.881871e-01          NA          NA
50% 0.0919685640 1.784481e-01          NA          NA
99% 0.1078397224 2.467092e+00          NA          NA
95% 0.1484628362 1.483155e+00          NA          NA
50% 0.2822565292 6.121437e-01          NA          NA
99% 0.1036289886 6.744554e-01  0.68732666  0.69510871
95% 0.1254954834 5.100369e-01          NA          NA
50% 0.1884507165 3.028980e-01          NA          NA
99% 0.1559911801 1.502889e+00          NA          NA
95% 0.2037433906 1.072739e+00          NA          NA
50% 0.3378984848 5.875927e-01          NA          NA
99% 0.0426838573 6.284306e-01  0.65575713  0.66500440
95% 0.0554792781 4.164568e-01          NA          NA
50% 0.0982688008 1.923962e-01          NA          NA
99% 0.0279249297 3.796792e-01          NA          NA
95% 0.0347445838 2.461531e-01          NA          NA
50% 0.0587456079 1.141800e-01          NA          NA
99% 0.3465133164 8.787306e-01          NA          NA
95% 0.3875353546 7.795386e-01          NA          NA
50% 0.4829866702 6.132036e-01          NA          NA
99% 0.0287229863 1.146089e+00          NA          NA
95% 0.0433586252 6.813770e-01          NA          NA
50% 0.0935400067 2.303626e-01          NA          NA
99% 0.0161922614 5.734197e-02          NA          NA
95% 0.0182865940 4.782400e-02          NA          NA
50% 0.0243134898 3.374044e-02          NA          NA
99% 0.0666109209 1.948293e-01          NA          NA
95% 0.0747442663 1.682349e-01          NA          NA
50% 0.0968462197 1.276071e-01          NA          NA
99% 0.0437362146 2.256830e+00          NA          NA
95% 0.0726783008 1.219937e+00          NA          NA
50% 0.1686567446 4.122380e-01          NA          NA
99% 0.1124663824 1.012502e+00          NA          NA
95% 0.1408988715 7.228503e-01          NA          NA
50% 0.2255226551 3.920211e-01          NA          NA
99% 0.0672187126 7.305235e-01          NA          NA
95% 0.0861528093 5.029100e-01          NA          NA
50% 0.1410803255 2.553345e-01          NA          NA
99% 0.0125685804 6.059258e-01          NA          NA
95% 0.0197450207 3.147534e-01          NA          NA
50% 0.0419385431 1.046132e-01          NA          NA
99% 0.3446036583 9.586088e-01          NA          NA
95% 0.3850537871 8.352308e-01          NA          NA
50% 0.4893998239 6.368640e-01          NA          NA
99% 0.0304731863 4.219159e-01  0.44706759  0.45390151
95% 0.0398504114 2.870970e-01          NA          NA
50% 0.0674153512 1.326385e-01          NA          NA
99% 0.0340690262 1.014455e-01          NA          NA
95% 0.0384392952 8.728793e-02          NA          NA
50% 0.0492777225 6.521872e-02          NA          NA
99% 0.0241379417 7.489895e-02          NA          NA
95% 0.0269160605 6.367125e-02          NA          NA
50% 0.0350824940 4.701379e-02          NA          NA
99% 0.2793933509 5.894287e-01          NA          NA
95% 0.3035321411 5.350863e-01          NA          NA
50% 0.3635956495 4.399883e-01          NA          NA
99% 0.4869867569 1.771321e+00          NA          NA
95% 0.5656820769 1.475516e+00          NA          NA
50% 0.7651187088 1.058821e+00          NA          NA
99% 0.1754836454 6.569310e-01          NA          NA
95% 0.2011886951 5.447194e-01          NA          NA
50% 0.2721685618 3.815795e-01          NA          NA
99% 0.2825717974 7.959179e-01          NA          NA
95% 0.3147187366 6.930714e-01          NA          NA
50% 0.4019398603 5.273237e-01          NA          NA
99% 0.0521190902 1.615017e-01          NA          NA
95% 0.0594875310 1.397005e-01          NA          NA
50% 0.0783237448 1.041993e-01          NA          NA
99% 0.1344398331 3.902946e-01          NA          NA
95% 0.1505169945 3.365610e-01          NA          NA
50% 0.1934911912 2.549881e-01          NA          NA
99% 0.0288654420 8.412101e-02          NA          NA
95% 0.0322251350 7.259133e-02          NA          NA
50% 0.0414345791 5.454475e-02          NA          NA
99% 0.0406703672 1.239360e-01          NA          NA
95% 0.0454880554 1.056916e-01          NA          NA
50% 0.0587676673 7.834070e-02          NA          NA
99% 0.0222160589 3.809790e-01          NA          NA
95% 0.0319179836 2.483489e-01          NA          NA
50% 0.0590535004 1.154976e-01          NA          NA
99% 0.0906543984 2.569640e-01          NA          NA
95% 0.1010566771 2.218481e-01          NA          NA
50% 0.1290125346 1.686062e-01          NA          NA
99% 0.0219009334 5.043351e-02          NA          NA
95% 0.0242043905 4.513743e-02          NA          NA
50% 0.0295283528 3.646944e-02          NA          NA
99% 0.0308435680 7.222531e-02          NA          NA
95% 0.0338768429 6.457254e-02          NA          NA
50% 0.0413367118 5.164186e-02          NA          NA
99% 0.0209199447 4.191335e-02          NA          NA
95% 0.0225677500 3.846040e-02          NA          NA
50% 0.0267042702 3.198620e-02          NA          NA
99% 0.1439484722 3.585128e-01          NA          NA
95% 0.1590159768 3.164332e-01          NA          NA
50% 0.1970022313 2.493964e-01          NA          NA
99% 0.3696291279 9.762187e-01          NA          NA
95% 0.4174771122 8.597474e-01          NA          NA
50% 0.5245472598 6.715579e-01          NA          NA
99% 0.2013945640 1.566972e+00          NA          NA
95% 0.2583384488 1.162164e+00          NA          NA
50% 0.4072115035 6.752812e-01          NA          NA
99% 0.0277891303 1.625757e-01          NA          NA
95% 0.0338184939 1.264343e-01          NA          NA
50% 0.0485203977 7.626215e-02          NA          NA
99% 0.2164092157 1.578471e+00          NA          NA
95% 0.2609196891 1.172040e+00          NA          NA
50% 0.4065995853 6.719786e-01          NA          NA
99% 0.0990067844 4.460420e+00          NA          NA
95% 0.1492381335 2.345576e+00          NA          NA
50% 0.3125712503 7.822469e-01          NA          NA
99% 0.0047063191 1.852427e-02          NA          NA
95% 0.0052232746 1.524505e-02          NA          NA
50% 0.0071939738 1.035416e-02          NA          NA
99% 0.0476040457 1.034289e+00          NA          NA
95% 0.0649108168 6.500427e-01          NA          NA
50% 0.1226836331 2.591307e-01          NA          NA
99% 0.0120415294 5.458921e-01          NA          NA
95% 0.0181257730 2.819930e-01          NA          NA
50% 0.0383062603 9.492129e-02          NA          NA
99% 0.5295380688 2.339772e+00          NA          NA
95% 0.6197423859 1.883285e+00          NA          NA
50% 0.8712088074 1.268925e+00          NA          NA
99% 0.2055423714 7.367213e-01          NA          NA
95% 0.2358008873 6.202529e-01          NA          NA
50% 0.3182327173 4.396719e-01          NA          NA
99% 0.5888124966 2.163803e+00          NA          NA
95% 0.6817366354 1.810046e+00          NA          NA
50% 0.9266293463 1.287964e+00          NA          NA
99% 0.1057242908 9.878368e-01          NA          NA
95% 0.1496180880 7.213018e-01          NA          NA
50% 0.2527193138 4.178806e-01          NA          NA
99% 0.0515423854 7.171198e-01          NA          NA
95% 0.0664506910 4.775525e-01          NA          NA
50% 0.1145904728 2.236372e-01          NA          NA
99% 0.1592095005 4.761843e-01          NA          NA
95% 0.1794582521 4.111172e-01          NA          NA
50% 0.2314478366 3.068835e-01          NA          NA
99% 0.0031507063 1.494897e-01          NA          NA
95% 0.0051661383 8.285313e-02          NA          NA
50% 0.0111259312 2.768533e-02          NA          NA
99% 0.0748017890 2.918279e-01          NA          NA
95% 0.0870101363 2.415440e-01          NA          NA
50% 0.1191214162 1.684173e-01          NA          NA
99% 0.1892897255 7.292154e-01          NA          NA
95% 0.2174047922 6.047577e-01          NA          NA
50% 0.2970990364 4.214472e-01          NA          NA
99% 0.3884567587 1.449737e+00          NA          NA
95% 0.4455438904 1.211532e+00          NA          NA
50% 0.6074256976 8.501477e-01          NA          NA
99% 0.0013126992 4.424075e-02  0.05030563  0.05056363
95% 0.0017335803 2.440845e-02          NA          NA
50% 0.0034134592 8.382433e-03          NA          NA
99% 0.0006025928 2.198550e-02          NA          NA
95% 0.0008422960 1.258876e-02          NA          NA
50% 0.0017241152 4.198147e-03          NA          NA
99% 0.0528442984 2.321007e+00          NA          NA
95% 0.0790512751 1.232752e+00          NA          NA
50% 0.1648384385 4.108972e-01          NA          NA
99% 0.0432836463 2.481943e-01          NA          NA
95% 0.0506962292 1.911880e-01          NA          NA
50% 0.0739526872 1.157086e-01          NA          NA
99% 0.2755673037 7.815900e-01          NA          NA
95% 0.3066362359 6.754516e-01          NA          NA
50% 0.3918114320 5.123952e-01          NA          NA
99% 0.0478539733 1.020957e+00          NA          NA
95% 0.0662197323 6.240399e-01          NA          NA
50% 0.1190043904 2.552290e-01          NA          NA
99% 0.1836649173 5.418387e-01          NA          NA
95% 0.2073237781 4.634846e-01          NA          NA
50% 0.2657577388 3.504069e-01          NA          NA
99% 0.0334328912 1.045028e-01          NA          NA
95% 0.0374613583 8.943570e-02          NA          NA
50% 0.0490987633 6.601364e-02          NA          NA
99% 0.0264094658 6.600843e-02          NA          NA
95% 0.0293608085 5.813320e-02          NA          NA
50% 0.0364050750 4.595218e-02          NA          NA
99% 0.3083013129 6.523677e-01          NA          NA
95% 0.3349991317 5.933240e-01          NA          NA
50% 0.4021442594 4.890161e-01          NA          NA
99% 0.2433806134 7.591141e-01          NA          NA
95% 0.2791264432 6.546326e-01          NA          NA
50% 0.3660300378 4.875564e-01          NA          NA
99% 0.0376592111 1.047044e-01          NA          NA
95% 0.0423466340 9.156630e-02          NA          NA
50% 0.0535564987 6.979192e-02          NA          NA
99% 0.0782218081 2.301516e-01          NA          NA
95% 0.0878216549 1.977850e-01          NA          NA
50% 0.1133940921 1.490357e-01          NA          NA
99% 0.2454552623 7.112555e-01          NA          NA
95% 0.2768207167 6.139446e-01          NA          NA
50% 0.3566053383 4.673497e-01          NA          NA
99% 0.0175888167 5.068513e-02          NA          NA
95% 0.0195791819 4.378834e-02          NA          NA
50% 0.0249099228 3.283587e-02          NA          NA
99% 0.0235997650 6.851040e-02          NA          NA
95% 0.0265313320 5.942872e-02          NA          NA
50% 0.0337254402 4.437663e-02          NA          NA
99% 0.0479000093 1.378039e-01          NA          NA
95% 0.0534627763 1.197530e-01          NA          NA
50% 0.0683197601 8.996699e-02          NA          NA
99% 0.0350462704 1.021142e-01          NA          NA
95% 0.0391710023 8.823846e-02          NA          NA
50% 0.0502832989 6.613823e-02          NA          NA
99% 0.0252800809 5.278146e-02          NA          NA
95% 0.0274179327 4.785394e-02          NA          NA
50% 0.0325589861 3.937686e-02          NA          NA
99% 0.0102086848 2.497606e-02          NA          NA
95% 0.0113470367 2.233192e-02          NA          NA
50% 0.0139051723 1.757764e-02          NA          NA
99% 0.0071491419 2.815511e-01          NA          NA
95% 0.0100307299 1.439708e-01          NA          NA
50% 0.0200677759 4.950460e-02          NA          NA
99% 0.0102868320 2.330070e-02          NA          NA
95% 0.0112585007 2.087971e-02          NA          NA
50% 0.0136928598 1.687734e-02          NA          NA
99% 0.1029271594 6.210930e-01          NA          NA
95% 0.1247693936 4.774317e-01          NA          NA
50% 0.1885177497 2.945229e-01          NA          NA
99% 0.1267112890 3.197148e-01          NA          NA
95% 0.1402908494 2.826197e-01          NA          NA
50% 0.1748392211 2.217688e-01          NA          NA
99% 0.2112751432 7.500410e-01          NA          NA
95% 0.2431374942 6.345462e-01          NA          NA
50% 0.3255379345 4.519189e-01          NA          NA
99% 0.0820556880 2.745559e-01          NA          NA
95% 0.0933720608 2.323876e-01          NA          NA
50% 0.1234381127 1.681509e-01          NA          NA
99% 0.0049524243 2.554791e-02          NA          NA
95% 0.0058185079 2.015070e-02          NA          NA
50% 0.0082991890 1.268501e-02          NA          NA
99% 0.0062634185 3.056778e-01          NA          NA
95% 0.0104776689 1.700086e-01          NA          NA
50% 0.0231054654 5.734922e-02          NA          NA
99% 0.0024429142 9.349860e-02          NA          NA
95% 0.0033099897 5.126403e-02          NA          NA
50% 0.0068481758 1.678056e-02          NA          NA
99% 0.0429916227 1.048131e+00          NA          NA
95% 0.0638500800 6.404845e-01          NA          NA
50% 0.1245372887 2.669126e-01          NA          NA
99% 0.0315204839 3.309688e-01          NA          NA
95% 0.0397955516 2.299601e-01          NA          NA
50% 0.0641598596 1.164669e-01          NA          NA
99% 0.0404192438 2.933965e-01          NA          NA
 [ reached getOption("max.print") -- omitted 338 rows ]
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
#object with cleaned-up row names
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
pre.post.interval<-rep(c("99%", "95%", "50%"), 196)
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
#replicated each name three times in sequence to match up with new data frame
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
pre.post.seab.names<-data.frame(rep(names(pre.post.SEA.B.credibles), each = 3))
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
colnames(pre.post.seab.names)<-"names"
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
#seab.names<-separate(seab.names, col = names, into = c('hab.season', 'spp'), extra = "merge")
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
#combine names with new data frame
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
pre.post.seab.cred.matrix<-data.frame(pre.post.seab.names, pre.post.interval, pre.post.y)
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
colnames(pre.post.seab.cred.matrix)<-c(colnames(pre.post.seab.names), "interval", "lower", "upper")
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
#write out to a csv
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
write.csv(pre.post.seab.cred.matrix, 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
          file = "Outputs/Stomach Contents/Trophic Niche/Pre-vs-Post-Invasion/pre_post_SEAB_credibles.csv", 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
          row.names = F)
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
# do similar to get the modes, taking care to pick up multimodal posterior
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
# distributions if present
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
pre.post.SEA.B.modes<-lapply(
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  as.data.frame(pre.post.SEA.B), 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  function(x,...){tmp<-hdrcde::hdr(x)$mode},
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  prob = cr.p, all.modes=T)
Warning: Binning grid too coarse for current (small) bandwidth: consider increasing 'gridsize'Warning: Binning grid too coarse for current (small) bandwidth: consider increasing 'gridsize'Warning: Binning grid too coarse for current (small) bandwidth: consider increasing 'gridsize'Warning: Binning grid too coarse for current (small) bandwidth: consider increasing 'gridsize'Warning: Binning grid too coarse for current (small) bandwidth: consider increasing 'gridsize'Warning: Binning grid too coarse for current (small) bandwidth: consider increasing 'gridsize'Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
#need to do the same as for the credible intervals to get the colnames to be
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
#the names not the numbers
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
write.csv(pre.post.SEA.B.modes, file = "Outputs/Stomach Contents/Trophic Niche/Pre-vs-Post-Invasion/pre_post_SEAB_modes.csv")
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
#read back in
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
pre.post.SEA.B.modes.matrix<-read.csv(file = "Outputs/Stomach Contents/Trophic Niche/Pre-vs-Post-Invasion/pre_post_SEAB_modes.csv", header = T, row.names = 1)
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
#change colnames
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
colnames(pre.post.SEA.B.modes.matrix)<-names(pre.post.ellipses.posterior)
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
#transpose this matrix
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
pre.post.SEA.B.modes.matrix.t<-t(pre.post.SEA.B.modes.matrix) %>% as.data.frame()
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
#change the name of what is now a single column to mode
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
colnames(pre.post.SEA.B.modes.matrix.t)<-"Mode"
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
#write out the final csv over the previous mode csv
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
write.csv(pre.post.SEA.B.modes.matrix.t, 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
          file = "Outputs/Stomach Contents/Trophic Niche/Pre-vs-Post-Invasion/pre_post_SEAB_modes.csv")
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument

2.4.2 Test Convergence

#test convergence for all ellipses
pre.post.all.files <- dir(parms$save.dir, full.names = T)

#find which onces are jags model files
pre.post.model.files <- pre.post.all.files[grep("jags_output", pre.post.all.files)]

#test convergence 
do.this <- 1 #this number indicates which file, in order, is being looked at
load(pre.post.model.files[do.this])

gelman.diag(output, multivariate = F)
gelman.plot(output, auto.layout = F)

2.4.3 Pre- vs Post-Invasion Pairwise Comparisons

#turn the output into a list
pre.post.SEA.B.list <- as.list(as.data.frame(pre.post.SEA.B))

#use the pairwiseComparisons function from tRophicPosition package
pre.post.pairwise <- pairwiseComparisons(pre.post.SEA.B.list, print = F)
colnames(pre.post.pairwise) <- rownames(pre.post.pairwise)
#reformat data to have only pre-invasion and post-invasion comparstomachsns
pre.post.direct.pairwise <- pre.post.pairwise %>% as.data.frame() %>% 
  rownames_to_column(var = "Invasion_Status_Spp") %>% 
  filter(grepl("Pre", Invasion_Status_Spp)) %>% 
  separate(Invasion_Status_Spp, into = c("Invasion_Status", "Species"), sep = "[//.]") %>% 
  mutate(Invasion_Status  = gsub("\\[[[0-9]+] ", "", Invasion_Status)) %>% 
  separate(Invasion_Status, into = c("Habitat", "Season", "Invasion_Status")) %>% 
  arrange(Species) %>% 
  unite("Habitat_Season_Spp", c(Habitat, Season, Species), sep = "_") %>% 
  column_to_rownames(var = "Habitat_Season_Spp") %>% 
  select(-c(Invasion_Status)) %>% 
  t() %>% as.data.frame() %>% #Pre-Invasion is now the columns
  rownames_to_column(var = "Invasion_Status_Spp") %>% 
  filter(grepl("Post", Invasion_Status_Spp)) %>% 
  separate(Invasion_Status_Spp, into = c("Invasion_Status", "Species"), sep = "[//.]") %>% 
  arrange(Species) %>% 
  mutate(Invasion_Status  = gsub("\\[[[0-9]+] ", "", Invasion_Status)) %>% 
  separate(Invasion_Status, into = c("Habitat", "Season", "Invasion_Status")) %>% 
  unite("Habitat_Season_Spp", c(Habitat, Season, Species), sep = "_") %>% 
  filter(Habitat_Season_Spp %in% colnames(.)) %>% 
  column_to_rownames(var = "Habitat_Season_Spp") %>% 
  t() %>% as.data.frame() %>%  #Now Post-Invasion is the columns
  rownames_to_column(var = "Habitat_Season_Spp") %>% 
  filter(Habitat_Season_Spp %in% colnames(.)) %>% 
  column_to_rownames(var = "Habitat_Season_Spp")
#At the end Post-Invasion is the columns and Pre-Invasion is the rows
#The diagonal has Pre vs Post-Invasion comparisons within a habitat-season for a given size class
  
  
#format modes to bind with pairwise probs
pre.post.modes.wide <- pre.post.SEA.B.modes.matrix.t %>% 
  rownames_to_column(var = "Invasion_Status_Spp") %>% 
  separate(Invasion_Status_Spp, into = c("Invasion_Status", "Species"), sep = "[//.]") %>% 
  pivot_wider(id_cols = Species, names_from = Invasion_Status, values_from = Mode) 

pre.post.direct.spp.pairwise <- pre.post.direct.pairwise %>% as.matrix() %>% 
  diag() %>% as.data.frame() %>% 
  mutate(Species = rownames(pre.post.direct.pairwise)) %>% 
  separate(Species, into = c("Habitat", "Season", "Genus", "Species"), sep = "_") %>% 
  unite("Species", c(Genus, Species), sep = "_") %>% 
  merge(., pre.post.modes.wide, by = "Species") %>% 
  select(Species, contains("Invasion"), everything()) %>% select(-c(Habitat, Season)) %>% 
  rename(`Pre < Post` = ".") %>% 
  distinct(Species, .keep_all = T) %>% 
  separate(Species, into = c("Species", "Size Class"), sep = "(?<=[A-Za-z])(?=[0-9])") %>% 
  pivot_longer(cols = contains("Invasion"), names_to = "Habitat_Season_Invasion", values_to = "Mode") %>% 
  separate(Habitat_Season_Invasion, into = c("Habitat", "Season", "Invasion_Status")) %>% 
  pivot_wider(names_from = "Invasion_Status", values_from = "Mode") %>% 
  mutate(#`Pre > Post` = 1 - `Pre < Post`,
    Direction = case_when(
      `Pre < Post` >= 0.95 ~ "Increase",
      `Pre < Post` < 0.05 ~ "Decrease",
      `Pre < Post` > 0.05 | `Pre < Post` < 0.95 ~ "No Change"),
    `Percent Change` = ((Post-Pre)/Pre)*100,
    Species = case_when(
      Species == "A_nat" ~ "A. natalis",
      Species == "C_uro" ~ "M. urophthalmus",
      Species == "E_eve" ~ "E. evergladei",
      Species == "E_glo" ~ "E. gloriosus",
      Species == "F_chr" ~ "F. chrysotus",
      Species == "G_hol" ~ "G. holbrooki",
      Species == "H_for" ~ "H. formosa",
      Species == "J_flo" ~ "J. floridae",
      Species == "L_goo" ~ "L. goodei",
      Species == "L_gul" ~ "L. gulosus",
      Species == "L_mac" ~ "L. macrochirus",
      Species == "L_mar" ~ "L. marginatus",
      Species == "L_mic" ~ "L. microlophus",
      Species == "L_pun" ~ "L. punctatus",
      Species == "L_pla" ~ "L. platyrhincus",
      Species == "M_sal" ~ "M. salmoides",
      Species == "P_lat" ~ "P. latipinna",
      Species == "T_mar" ~ "P. mariae")) %>% 
  filter(!is.na(`Percent Change`)) %>% 
  mutate(across(where(is.numeric), round, digits = 2)) %>% 
  arrange(Season, Habitat, Species) %>% 
  rename("Pre-Invasion" = Pre, "Post-Invasion" = Post) %>% 
  select(Season, Habitat, Species, `Size Class`, `Pre < Post`, `Pre-Invasion`, `Post-Invasion`, 
         Direction, `Percent Change`)

#write this out to excel
write.csv(pre.post.direct.spp.pairwise, 
          file = "Outputs/Stomach Contents/Trophic Niche/Pre-vs-Post-Invasion/pre_post_SEAB_prob_diff.csv",
          row.names = F)

#proportion of statistical changes in pre-post comparstomachsns
sum(pre.post.direct.spp.pairwise$`Pre < Post`>=0.95 | pre.post.direct.spp.pairwise$`Pre < Post`<=0.05)/nrow(pre.post.direct.spp.pairwise) 

#proportion of changes in the dry season
nrow(
  filter(pre.post.direct.spp.pairwise, 
         `Pre < Post` >= 0.95 | `Pre < Post` <= 0.05, Season == "Dry"))/
  nrow(
    filter(pre.post.direct.spp.pairwise, Season == "Dry")
  )

#dry season ponds
nrow(
  filter(pre.post.direct.spp.pairwise, 
         `Pre < Post` >= 0.95 | `Pre < Post` <= 0.05, Season == "Dry", Habitat == "Pond"))/
  nrow(
    filter(pre.post.direct.spp.pairwise, Season == "Dry", Habitat == "Pond")
  )

#dry season marsh
nrow(
  filter(pre.post.direct.spp.pairwise, 
         `Pre < Post` >= 0.95 | `Pre < Post` <= 0.05, Season == "Dry", Habitat == "Marsh"))/
  nrow(
    filter(pre.post.direct.spp.pairwise, Season == "Dry", Habitat == "Marsh")
  )

#proportion of changes in the Wet season
nrow(
  filter(pre.post.direct.spp.pairwise, 
         `Pre < Post` >= 0.95 | `Pre < Post` <= 0.05, Season == "Wet"))/
  nrow(
    filter(pre.post.direct.spp.pairwise, Season == "Wet")
  )

#Wet season ponds
nrow(
  filter(pre.post.direct.spp.pairwise, 
         `Pre < Post` >= 0.95 | `Pre < Post` <= 0.05, Season == "Wet", Habitat == "Pond"))/
  nrow(
    filter(pre.post.direct.spp.pairwise, Season == "Wet", Habitat == "Pond")
  )

#Wet season marsh
nrow(
  filter(pre.post.direct.spp.pairwise, 
         `Pre < Post` >= 0.95 | `Pre < Post` <= 0.05, Season == "Wet", Habitat == "Marsh"))/
  nrow(
    filter(pre.post.direct.spp.pairwise, Season == "Wet", Habitat == "Marsh")
  )

2.4.4 Pre-Invasion Habitat and Season Comparisons

2.4.4.1 Pre-Invasion Marsh vs Pond Wet Season Comparisons

#reformat data to have only pre-invasion wet-season pond-marsh comparisons
#diagonal will be comparisons within a size class
pre.marsh.pond.wet.direct.pairwise <- pre.post.pairwise %>% as.data.frame() %>% 
  rownames_to_column(var = "Invasion_Status_Spp") %>% 
  filter(grepl("Pre", Invasion_Status_Spp)) %>% 
  separate(Invasion_Status_Spp, into = c("Invasion_Status", "Species"), sep = "[//.]") %>% 
  mutate(Invasion_Status  = gsub("\\[[[0-9]+] ", "", Invasion_Status)) %>% 
  separate(Invasion_Status, into = c("Habitat", "Season", "Invasion_Status")) %>% 
  filter(Habitat == "Marsh", Season == "Wet") %>% 
  arrange(Species) %>% 
  select(-c(Habitat)) %>% 
  unite("Invasion_Season_Spp", c(Invasion_Status, Season, Species), sep = "_") %>% 
  column_to_rownames(var = "Invasion_Season_Spp") %>% 
  t() %>% as.data.frame() %>% 
  rownames_to_column(var = "Invasion_Status_Spp") %>% 
  filter(grepl("Pre", Invasion_Status_Spp)) %>% 
  separate(Invasion_Status_Spp, into = c("Invasion_Status", "Species"), sep = "[//.]") %>% 
  arrange(Species) %>% 
  mutate(Invasion_Status  = gsub("\\[[[0-9]+] ", "", Invasion_Status)) %>% 
  separate(Invasion_Status, into = c("Habitat", "Season", "Invasion_Status")) %>% 
  filter(Habitat == "Pond", Season == "Wet") %>% 
  select(-c(Habitat)) %>% 
  unite("Invasion_Season_Spp", c(Invasion_Status, Season, Species), sep = "_") %>% 
  filter(Invasion_Season_Spp %in% colnames(.)) %>% 
  column_to_rownames(var = "Invasion_Season_Spp") %>% 
  t() %>% as.data.frame() %>%  
  rownames_to_column(var = "Invasion_Season_Spp") %>% 
  filter(Invasion_Season_Spp %in% colnames(.)) %>% 
  mutate(Habitat = "Pond") %>% 
  unite("Habitat_Invasion_Season_Spp", c(Habitat, Invasion_Season_Spp)) %>% 
  column_to_rownames(var = "Habitat_Invasion_Season_Spp") %>% 
  t() %>% as.data.frame() %>% 
  mutate(Habitat = "Marsh") %>% 
  rownames_to_column(var = "Invasion_Season_Spp") %>% 
  unite("Habitat_Invasion_Season_Spp", c(Habitat, Invasion_Season_Spp)) %>% 
  column_to_rownames(var = "Habitat_Invasion_Season_Spp")

#isolate comparisons within a spp size class
#reformat data
#calculate % change
pre.marsh.pond.wet.direct.spp.pairwise <- pre.marsh.pond.wet.direct.pairwise %>% as.matrix() %>% 
  diag() %>% as.data.frame() %>% 
  mutate(Species = rownames(pre.marsh.pond.wet.direct.pairwise)) %>% 
  separate(Species, into = c("Habitat", "Invasion_Status", "Season", "Genus", "Species"), sep = "_") %>% 
  unite("Species", c(Genus, Species), sep = "_") %>% 
  merge(., pre.post.modes.wide, by = "Species") %>% 
  select(Species, ".", `Marsh_Wet_Pre-Invasion`, `Pond_Wet_Pre-Invasion`) %>% 
  rename(`Marsh < Pond` = ".") %>% 
  distinct(Species, .keep_all = T) %>% 
  separate(Species, into = c("Species", "Size Class"), sep = "(?<=[A-Za-z])(?=[0-9])") %>% 
  pivot_longer(cols = contains("Invasion"), names_to = "Habitat_Season_Invasion", values_to = "Mode") %>% 
  separate(Habitat_Season_Invasion, into = c("Habitat", "Season", "Invasion_Status")) %>% 
  pivot_wider(names_from = "Habitat", values_from = "Mode") %>% 
  mutate(#`Pre > Post` = 1 - `Pre < Post`,
    Direction = case_when(
      `Marsh < Pond` >= 0.95 ~ "Increase",
      `Marsh < Pond` < 0.05 ~ "Decrease",
      `Marsh < Pond` > 0.05 | `Marsh < Pond` < 0.95 ~ "No Change"),
    `Percent Change` = ((Pond-Marsh)/Marsh)*100,
    Species = case_when(
      Species == "A_nat" ~ "A. natalis",
      #Species == "C_uro" ~ "M. urophthalmus",
      Species == "E_eve" ~ "E. evergladei",
      #Species == "E_glo" ~ "E. gloriosus",
      Species == "F_chr" ~ "F. chrysotus",
      Species == "F_con" ~ "F. confluentus",
      Species == "G_hol" ~ "G. holbrooki",
      Species == "H_for" ~ "H. formosa",
      Species == "J_flo" ~ "J. floridae",
      Species == "L_goo" ~ "L. goodei",
      Species == "L_gul" ~ "L. gulosus",
      #Species == "L_mac" ~ "L. macrochirus",
      Species == "L_mar" ~ "L. marginatus",
      #Species == "L_mic" ~ "L. microlophus",
      Species == "L_pun" ~ "L. punctatus",
      #Species == "L_pla" ~ "L. platyrhincus",
      #Species == "M_sal" ~ "M. salmoides",
      Species == "N_gyr" ~ "N. gyrinus"
      #Species == "P_lat" ~ "P. latipinna",
      #Species == "T_mar" ~ "P. mariae"
      )) %>% 
  filter(!is.na(`Percent Change`)) %>% 
  mutate(across(where(is.numeric), round, digits = 2)) %>% 
  select(Invasion_Status, Season, Species, `Size Class`, Marsh, Pond, `Marsh < Pond`, 
         Direction, `Percent Change`)

2.4.4.2 Pre-Invasion Marsh vs Pond Dry Season Comparisons

#reformat data to have only pre-invasion Dry-season pond-marsh comparisons
#diagonal will be comparisons within a size class
pre.marsh.pond.Dry.direct.pairwise <- pre.post.pairwise %>% as.data.frame() %>% 
  rownames_to_column(var = "Invasion_Status_Spp") %>% 
  filter(grepl("Pre", Invasion_Status_Spp)) %>% 
  separate(Invasion_Status_Spp, into = c("Invasion_Status", "Species"), sep = "[//.]") %>% 
  mutate(Invasion_Status  = gsub("\\[[[0-9]+] ", "", Invasion_Status)) %>% 
  separate(Invasion_Status, into = c("Habitat", "Season", "Invasion_Status")) %>% 
  filter(Habitat == "Marsh", Season == "Dry") %>% 
  arrange(Species) %>% 
  select(-c(Habitat)) %>% 
  unite("Invasion_Season_Spp", c(Invasion_Status, Season, Species), sep = "_") %>% 
  column_to_rownames(var = "Invasion_Season_Spp") %>% 
  t() %>% as.data.frame() %>% 
  rownames_to_column(var = "Invasion_Status_Spp") %>% 
  filter(grepl("Pre", Invasion_Status_Spp)) %>% 
  separate(Invasion_Status_Spp, into = c("Invasion_Status", "Species"), sep = "[//.]") %>% 
  arrange(Species) %>% 
  mutate(Invasion_Status  = gsub("\\[[[0-9]+] ", "", Invasion_Status)) %>% 
  separate(Invasion_Status, into = c("Habitat", "Season", "Invasion_Status")) %>% 
  filter(Habitat == "Pond", Season == "Dry") %>% 
  select(-c(Habitat)) %>% 
  unite("Invasion_Season_Spp", c(Invasion_Status, Season, Species), sep = "_") %>% 
  filter(Invasion_Season_Spp %in% colnames(.)) %>% 
  column_to_rownames(var = "Invasion_Season_Spp") %>% 
  t() %>% as.data.frame() %>%  
  rownames_to_column(var = "Invasion_Season_Spp") %>% 
  filter(Invasion_Season_Spp %in% colnames(.)) %>% 
  mutate(Habitat = "Pond") %>% 
  unite("Habitat_Invasion_Season_Spp", c(Habitat, Invasion_Season_Spp)) %>% 
  column_to_rownames(var = "Habitat_Invasion_Season_Spp") %>% 
  t() %>% as.data.frame() %>% 
  mutate(Habitat = "Marsh") %>% 
  rownames_to_column(var = "Invasion_Season_Spp") %>% 
  unite("Habitat_Invasion_Season_Spp", c(Habitat, Invasion_Season_Spp)) %>% 
  column_to_rownames(var = "Habitat_Invasion_Season_Spp")

#isolate comparisons within a spp size class
#reformat data
#calculate % change
pre.marsh.pond.Dry.direct.spp.pairwise <- pre.marsh.pond.Dry.direct.pairwise %>% as.matrix() %>% 
  diag() %>% as.data.frame() %>% 
  mutate(Species = rownames(pre.marsh.pond.Dry.direct.pairwise)) %>% 
  separate(Species, into = c("Habitat", "Invasion_Status", "Season", "Genus", "Species"), sep = "_") %>% 
  unite("Species", c(Genus, Species), sep = "_") %>% 
  merge(., pre.post.modes.wide, by = "Species") %>% 
  select(Species, ".", `Marsh_Dry_Pre-Invasion`, `Pond_Dry_Pre-Invasion`) %>% 
  rename(`Marsh < Pond` = ".") %>% 
  distinct(Species, .keep_all = T) %>% 
  separate(Species, into = c("Species", "Size Class"), sep = "(?<=[A-Za-z])(?=[0-9])") %>% 
  pivot_longer(cols = contains("Invasion"), names_to = "Habitat_Season_Invasion", values_to = "Mode") %>% 
  separate(Habitat_Season_Invasion, into = c("Habitat", "Season", "Invasion_Status")) %>% 
  pivot_wider(names_from = "Habitat", values_from = "Mode") %>% 
  mutate(#`Pre > Post` = 1 - `Pre < Post`,
    Direction = case_when(
      `Marsh < Pond` >= 0.95 ~ "Increase",
      `Marsh < Pond` < 0.05 ~ "Decrease",
      `Marsh < Pond` > 0.05 | `Marsh < Pond` < 0.95 ~ "No Change"),
    `Percent Change` = ((Pond-Marsh)/Marsh)*100,
    Species = case_when(
      Species == "A_nat" ~ "A. natalis",
      #Species == "C_uro" ~ "M. urophthalmus",
      Species == "E_eve" ~ "E. evergladei",
      #Species == "E_glo" ~ "E. gloriosus",
      Species == "F_chr" ~ "F. chrysotus",
      #Species == "F_con" ~ "F. confluentus",
      Species == "G_hol" ~ "G. holbrooki",
      Species == "H_for" ~ "H. formosa",
      #Species == "J_flo" ~ "J. floridae",
      #Species == "L_goo" ~ "L. goodei",
     # Species == "L_gul" ~ "L. gulosus",
      #Species == "L_mac" ~ "L. macrochirus",
      Species == "L_mar" ~ "L. marginatus",
      #Species == "L_mic" ~ "L. microlophus",
      Species == "L_pun" ~ "L. punctatus",
      #Species == "L_pla" ~ "L. platyrhincus",
      #Species == "M_sal" ~ "M. salmoides",
      Species == "N_gyr" ~ "N. gyrinus",
      Species == "P_lat" ~ "P. latipinna"
      #Species == "T_mar" ~ "P. mariae"
    )) %>% 
  filter(!is.na(`Percent Change`)) %>% 
  mutate(across(where(is.numeric), round, digits = 2)) %>% 
  select(Invasion_Status, Season, Species, `Size Class`, Marsh, Pond, `Marsh < Pond`, 
         Direction, `Percent Change`)

2.4.4.3 Pre-Invasion Wet vs Dry Marsh Comparisons

#reformat data to have only pre-invasion wet-season pond-marsh comparisons
#diagonal will be comparisons within a size class
pre.marsh.wet.dry.direct.pairwise <- pre.post.pairwise %>% as.data.frame() %>% 
  rownames_to_column(var = "Invasion_Status_Spp") %>% 
  filter(grepl("Pre", Invasion_Status_Spp)) %>% 
  separate(Invasion_Status_Spp, into = c("Invasion_Status", "Species"), sep = "[//.]") %>% 
  mutate(Invasion_Status  = gsub("\\[[[0-9]+] ", "", Invasion_Status)) %>% 
  separate(Invasion_Status, into = c("Habitat", "Season", "Invasion_Status")) %>% 
  filter(Habitat == "Marsh", Season == "Wet") %>% 
  arrange(Species) %>% 
  select(-c(Season)) %>% 
  unite("Invasion_Habitat_Spp", c(Invasion_Status, Habitat, Species), sep = "_") %>% 
  column_to_rownames(var = "Invasion_Habitat_Spp") %>% 
  t() %>% as.data.frame() %>% 
  rownames_to_column(var = "Invasion_Status_Spp") %>% 
  filter(grepl("Pre", Invasion_Status_Spp)) %>% 
  separate(Invasion_Status_Spp, into = c("Invasion_Status", "Species"), sep = "[//.]") %>% 
  arrange(Species) %>% 
  mutate(Invasion_Status  = gsub("\\[[[0-9]+] ", "", Invasion_Status)) %>% 
  separate(Invasion_Status, into = c("Habitat", "Season", "Invasion_Status")) %>% 
  filter(Habitat == "Marsh", Season == "Dry") %>% 
  select(-c(Season)) %>% 
  unite("Invasion_Habitat_Spp", c(Invasion_Status, Habitat, Species), sep = "_") %>% 
  filter(Invasion_Habitat_Spp %in% colnames(.)) %>% 
  column_to_rownames(var = "Invasion_Habitat_Spp") %>% 
  t() %>% as.data.frame() %>%  
  rownames_to_column(var = "Invasion_Habitat_Spp") %>% 
  filter(Invasion_Habitat_Spp %in% colnames(.)) %>% 
  mutate(Season = "Dry") %>% 
  unite("Season_Invasion_Habitat_Spp", c(Season, Invasion_Habitat_Spp)) %>% 
  column_to_rownames(var = "Season_Invasion_Habitat_Spp") %>% 
  t() %>% as.data.frame() %>% 
  mutate(Season = "Wet") %>% 
  rownames_to_column(var = "Invasion_Habitat_Spp") %>% 
  unite("Season_Invasion_Habitat_Spp", c(Season, Invasion_Habitat_Spp)) %>% 
  column_to_rownames(var = "Season_Invasion_Habitat_Spp")

#isolate comparisons within a spp size class
#reformat data
#calculate % change
pre.marsh.wet.dry.direct.spp.pairwise <- pre.marsh.wet.dry.direct.pairwise %>% as.matrix() %>% 
  diag() %>% as.data.frame() %>% 
  mutate(Species = rownames(pre.marsh.wet.dry.direct.pairwise)) %>% 
  separate(Species, into = c("Habitat", "Invasion_Status", "Season", "Genus", "Species"), sep = "_") %>% 
  unite("Species", c(Genus, Species), sep = "_") %>% 
  merge(., pre.post.modes.wide, by = "Species") %>% 
  select(Species, ".", `Marsh_Wet_Pre-Invasion`, `Marsh_Dry_Pre-Invasion`) %>% 
  rename(`Wet < Dry` = ".") %>% 
  distinct(Species, .keep_all = T) %>% 
  separate(Species, into = c("Species", "Size Class"), sep = "(?<=[A-Za-z])(?=[0-9])") %>% 
  pivot_longer(cols = contains("Invasion"), names_to = "Habitat_Season_Invasion", values_to = "Mode") %>% 
  separate(Habitat_Season_Invasion, into = c("Habitat", "Season", "Invasion_Status")) %>% 
  pivot_wider(names_from = "Season", values_from = "Mode") %>% 
  mutate(#`Pre > Post` = 1 - `Pre < Post`,
    Direction = case_when(
      `Wet < Dry` >= 0.95 ~ "Increase",
      `Wet < Dry` < 0.05 ~ "Decrease",
      `Wet < Dry` > 0.05 | `Wet < Dry` < 0.95 ~ "No Change"),
    `Percent Change` = ((Dry-Wet)/Wet)*100,
    Species = case_when(
      Species == "A_nat" ~ "A. natalis",
      Species == "C_var" ~ "C. variegatus",
      #Species == "C_uro" ~ "M. urophthalmus",
      Species == "E_eve" ~ "E. evergladei",
      Species == "E_glo" ~ "E. gloriosus",
      Species == "F_chr" ~ "F. chrysotus",
      Species == "F_con" ~ "F. confluentus",
      Species == "G_hol" ~ "G. holbrooki",
      Species == "H_for" ~ "H. formosa",
      Species == "J_flo" ~ "J. floridae",
      Species == "L_goo" ~ "L. goodei",
      #Species == "L_gul" ~ "L. gulosus",
      #Species == "L_mac" ~ "L. macrochirus",
      Species == "L_mar" ~ "L. marginatus",
      #Species == "L_mic" ~ "L. microlophus",
      Species == "L_pun" ~ "L. punctatus",
      #Species == "L_pla" ~ "L. platyrhincus",
      #Species == "M_sal" ~ "M. salmoides",
      Species == "N_gyr" ~ "N. gyrinus",
      Species == "P_lat" ~ "P. latipinna"
      #Species == "T_mar" ~ "P. mariae"
    )) %>% 
  filter(!is.na(`Percent Change`)) %>% 
  mutate(across(where(is.numeric), round, digits = 2)) %>% 
  select(Invasion_Status, Habitat, Species, `Size Class`, Wet, Dry, `Wet < Dry`, 
         Direction, `Percent Change`)

2.4.4.4 Pre-Invasion Wet vs Dry Pond Comparisons

#reformat data to have only pre-invasion wet-season pond-Pond comparisons
#diagonal will be comparisons within a size class
pre.pond.wet.dry.direct.pairwise <- pre.post.pairwise %>% as.data.frame() %>% 
  rownames_to_column(var = "Invasion_Status_Spp") %>% 
  filter(grepl("Pre", Invasion_Status_Spp)) %>% 
  separate(Invasion_Status_Spp, into = c("Invasion_Status", "Species"), sep = "[//.]") %>% 
  mutate(Invasion_Status  = gsub("\\[[[0-9]+] ", "", Invasion_Status)) %>% 
  separate(Invasion_Status, into = c("Habitat", "Season", "Invasion_Status")) %>% 
  filter(Habitat == "Pond", Season == "Wet") %>% 
  arrange(Species) %>% 
  select(-c(Season)) %>% 
  unite("Invasion_Habitat_Spp", c(Invasion_Status, Habitat, Species), sep = "_") %>% 
  column_to_rownames(var = "Invasion_Habitat_Spp") %>% 
  t() %>% as.data.frame() %>% 
  rownames_to_column(var = "Invasion_Status_Spp") %>% 
  filter(grepl("Pre", Invasion_Status_Spp)) %>% 
  separate(Invasion_Status_Spp, into = c("Invasion_Status", "Species"), sep = "[//.]") %>% 
  arrange(Species) %>% 
  mutate(Invasion_Status  = gsub("\\[[[0-9]+] ", "", Invasion_Status)) %>% 
  separate(Invasion_Status, into = c("Habitat", "Season", "Invasion_Status")) %>% 
  filter(Habitat == "Pond", Season == "Dry") %>% 
  select(-c(Season)) %>% 
  unite("Invasion_Habitat_Spp", c(Invasion_Status, Habitat, Species), sep = "_") %>% 
  filter(Invasion_Habitat_Spp %in% colnames(.)) %>% 
  column_to_rownames(var = "Invasion_Habitat_Spp") %>% 
  t() %>% as.data.frame() %>%  
  rownames_to_column(var = "Invasion_Habitat_Spp") %>% 
  filter(Invasion_Habitat_Spp %in% colnames(.)) %>% 
  mutate(Season = "Dry") %>% 
  unite("Season_Invasion_Habitat_Spp", c(Season, Invasion_Habitat_Spp)) %>% 
  column_to_rownames(var = "Season_Invasion_Habitat_Spp") %>% 
  t() %>% as.data.frame() %>% 
  mutate(Season = "Wet") %>% 
  rownames_to_column(var = "Invasion_Habitat_Spp") %>% 
  unite("Season_Invasion_Habitat_Spp", c(Season, Invasion_Habitat_Spp)) %>% 
  column_to_rownames(var = "Season_Invasion_Habitat_Spp")

#isolate comparisons within a spp size class
#reformat data
#calculate % change
pre.pond.wet.dry.direct.spp.pairwise <- pre.pond.wet.dry.direct.pairwise %>% as.matrix() %>% 
  diag() %>% as.data.frame() %>% 
  mutate(Species = rownames(pre.pond.wet.dry.direct.pairwise)) %>% 
  separate(Species, into = c("Habitat", "Invasion_Status", "Season", "Genus", "Species"), sep = "_") %>% 
  unite("Species", c(Genus, Species), sep = "_") %>% 
  merge(., pre.post.modes.wide, by = "Species") %>% 
  select(Species, ".", `Pond_Wet_Pre-Invasion`, `Pond_Dry_Pre-Invasion`) %>% 
  rename(`Wet < Dry` = ".") %>% 
  distinct(Species, .keep_all = T) %>% 
  separate(Species, into = c("Species", "Size Class"), sep = "(?<=[A-Za-z])(?=[0-9])") %>% 
  pivot_longer(cols = contains("Invasion"), names_to = "Habitat_Season_Invasion", values_to = "Mode") %>% 
  separate(Habitat_Season_Invasion, into = c("Habitat", "Season", "Invasion_Status")) %>% 
  pivot_wider(names_from = "Season", values_from = "Mode") %>% 
  mutate(#`Pre > Post` = 1 - `Pre < Post`,
    Direction = case_when(
      `Wet < Dry` >= 0.95 ~ "Increase",
      `Wet < Dry` < 0.05 ~ "Decrease",
      `Wet < Dry` > 0.05 | `Wet < Dry` < 0.95 ~ "No Change"),
    `Percent Change` = ((Dry-Wet)/Wet)*100,
    Species = case_when(
      Species == "A_nat" ~ "A. natalis",
      Species == "B_bel" ~ "B. belizanus",
      Species == "C_bat" ~ "C. batrachus",
      #Species == "C_var" ~ "C. variegatus",
      #Species == "C_uro" ~ "M. urophthalmus",
      Species == "E_eve" ~ "E. evergladei",
      #Species == "E_glo" ~ "E. gloriosus",
      Species == "F_chr" ~ "F. chrysotus",
      #Species == "F_con" ~ "F. confluentus",
      Species == "G_hol" ~ "G. holbrooki",
      Species == "H_for" ~ "H. formosa",
      #Species == "J_flo" ~ "J. floridae",
      #Species == "L_goo" ~ "L. goodei",
      Species == "L_gul" ~ "L. gulosus",
      Species == "L_mac" ~ "L. macrochirus",
      Species == "L_mar" ~ "L. marginatus",
      #Species == "L_mic" ~ "L. microlophus",
      Species == "L_pun" ~ "L. punctatus",
      Species == "L_pla" ~ "L. platyrhincus",
      #Species == "M_sal" ~ "M. salmoides",
      Species == "N_gyr" ~ "N. gyrinus"
      #Species == "P_lat" ~ "P. latipinna"
      #Species == "T_mar" ~ "P. mariae"
    )) %>% 
  filter(!is.na(`Percent Change`)) %>% 
  mutate(across(where(is.numeric), round, digits = 2)) %>% 
  select(Invasion_Status, Habitat, Species, `Size Class`, Wet, Dry, `Wet < Dry`, 
         Direction, `Percent Change`)

2.4.4.5 Post-Invasion Marsh vs Pond Wet Seaosn Comparisons

#reformat data to have only Post-invasion wet-season pond-marsh comparisons
#diagonal will be comparisons within a size class
post.marsh.pond.wet.direct.pairwise <- pre.post.pairwise %>% as.data.frame() %>% 
  rownames_to_column(var = "Invasion_Status_Spp") %>% 
  filter(grepl("Post", Invasion_Status_Spp)) %>% 
  separate(Invasion_Status_Spp, into = c("Invasion_Status", "Species"), sep = "[//.]") %>% 
  mutate(Invasion_Status  = gsub("\\[[[0-9]+] ", "", Invasion_Status)) %>% 
  separate(Invasion_Status, into = c("Habitat", "Season", "Invasion_Status")) %>% 
  filter(Habitat == "Marsh", Season == "Wet") %>% 
  arrange(Species) %>% 
  select(-c(Habitat)) %>% 
  unite("Invasion_Season_Spp", c(Invasion_Status, Season, Species), sep = "_") %>% 
  column_to_rownames(var = "Invasion_Season_Spp") %>% 
  t() %>% as.data.frame() %>% 
  rownames_to_column(var = "Invasion_Status_Spp") %>% 
  filter(grepl("Post", Invasion_Status_Spp)) %>% 
  separate(Invasion_Status_Spp, into = c("Invasion_Status", "Species"), sep = "[//.]") %>% 
  arrange(Species) %>% 
  mutate(Invasion_Status  = gsub("\\[[[0-9]+] ", "", Invasion_Status)) %>% 
  separate(Invasion_Status, into = c("Habitat", "Season", "Invasion_Status")) %>% 
  filter(Habitat == "Pond", Season == "Wet") %>% 
  select(-c(Habitat)) %>% 
  unite("Invasion_Season_Spp", c(Invasion_Status, Season, Species), sep = "_") %>% 
  filter(Invasion_Season_Spp %in% colnames(.)) %>% 
  column_to_rownames(var = "Invasion_Season_Spp") %>% 
  t() %>% as.data.frame() %>%  
  rownames_to_column(var = "Invasion_Season_Spp") %>% 
  filter(Invasion_Season_Spp %in% colnames(.)) %>% 
  mutate(Habitat = "Pond") %>% 
  unite("Habitat_Invasion_Season_Spp", c(Habitat, Invasion_Season_Spp)) %>% 
  column_to_rownames(var = "Habitat_Invasion_Season_Spp") %>% 
  t() %>% as.data.frame() %>% 
  mutate(Habitat = "Marsh") %>% 
  rownames_to_column(var = "Invasion_Season_Spp") %>% 
  unite("Habitat_Invasion_Season_Spp", c(Habitat, Invasion_Season_Spp)) %>% 
  column_to_rownames(var = "Habitat_Invasion_Season_Spp")

#isolate comparisons within a spp size class
#reformat data
#calculate % change
post.marsh.pond.wet.direct.spp.pairwise <- post.marsh.pond.wet.direct.pairwise %>% as.matrix() %>% 
  diag() %>% as.data.frame() %>% 
  mutate(Species = rownames(post.marsh.pond.wet.direct.pairwise)) %>% 
  separate(Species, into = c("Habitat", "Invasion_Status", "Season", "Genus", "Species"), sep = "_") %>% 
  unite("Species", c(Genus, Species), sep = "_") %>% 
  merge(., pre.post.modes.wide, by = "Species") %>% 
  select(Species, ".", `Marsh_Wet_Post-Invasion`, `Pond_Wet_Post-Invasion`) %>% 
  rename(`Marsh < Pond` = ".") %>% 
  distinct(Species, .keep_all = T) %>% 
  separate(Species, into = c("Species", "Size Class"), sep = "(?<=[A-Za-z])(?=[0-9])") %>% 
  pivot_longer(cols = contains("Invasion"), names_to = "Habitat_Season_Invasion", values_to = "Mode") %>% 
  separate(Habitat_Season_Invasion, into = c("Habitat", "Season", "Invasion_Status")) %>% 
  pivot_wider(names_from = "Habitat", values_from = "Mode") %>% 
  mutate(#`Post > Post` = 1 - `Post < Post`,
    Direction = case_when(
      `Marsh < Pond` >= 0.95 ~ "Increase",
      `Marsh < Pond` < 0.05 ~ "Decrease",
      `Marsh < Pond` > 0.05 | `Marsh < Pond` < 0.95 ~ "No Change"),
    `Percent Change` = ((Pond-Marsh)/Marsh)*100,
    Species = case_when(
      #Species == "A_nat" ~ "A. natalis",
      Species == "C_uro" ~ "M. urophthalmus",
      #Species == "E_eve" ~ "E. evergladei",
      #Species == "E_glo" ~ "E. gloriosus",
      Species == "E_suc" ~ "E. sucetta",
      Species == "F_chr" ~ "F. chrysotus",
      #Species == "F_con" ~ "F. confluentus",
      Species == "G_hol" ~ "G. holbrooki",
      Species == "H_for" ~ "H. formosa",
      Species == "H_let" ~ "H. letourneuxi",
      Species == "J_flo" ~ "J. floridae",
      Species == "L_goo" ~ "L. goodei",
      Species == "L_gul" ~ "L. gulosus",
      Species == "L_mac" ~ "L. macrochirus",
      #Species == "L_mar" ~ "L. marginatus",
      Species == "L_mic" ~ "L. microlophus",
      Species == "L_pun" ~ "L. punctatus",
      #Species == "L_pla" ~ "L. platyrhincus",
      #Species == "M_sal" ~ "M. salmoides",
      Species == "N_gyr" ~ "N. gyrinus",
      Species == "O_aur" ~ "O. aureus"
      #Species == "P_lat" ~ "P. latipinna",
      #Species == "T_mar" ~ "P. mariae"
    )) %>% 
  filter(!is.na(`Percent Change`)) %>% 
  mutate(across(where(is.numeric), round, digits = 2)) %>% 
  select(Invasion_Status, Season, Species, `Size Class`, Marsh, Pond, `Marsh < Pond`, 
         Direction, `Percent Change`)

2.4.4.6 Post-Invasion Marsh vs Pond Dry Season Comparisons

#reformat data to have only Post-invasion Dry-season pond-marsh comparisons
#diagonal will be comparisons within a size class
post.marsh.pond.dry.direct.pairwise <- pre.post.pairwise %>% as.data.frame() %>% 
  rownames_to_column(var = "Invasion_Status_Spp") %>% 
  filter(grepl("Post", Invasion_Status_Spp)) %>% 
  separate(Invasion_Status_Spp, into = c("Invasion_Status", "Species"), sep = "[//.]") %>% 
  mutate(Invasion_Status  = gsub("\\[[[0-9]+] ", "", Invasion_Status)) %>% 
  separate(Invasion_Status, into = c("Habitat", "Season", "Invasion_Status")) %>% 
  filter(Habitat == "Marsh", Season == "Dry") %>% 
  arrange(Species) %>% 
  select(-c(Habitat)) %>% 
  unite("Invasion_Season_Spp", c(Invasion_Status, Season, Species), sep = "_") %>% 
  column_to_rownames(var = "Invasion_Season_Spp") %>% 
  t() %>% as.data.frame() %>% 
  rownames_to_column(var = "Invasion_Status_Spp") %>% 
  filter(grepl("Post", Invasion_Status_Spp)) %>% 
  separate(Invasion_Status_Spp, into = c("Invasion_Status", "Species"), sep = "[//.]") %>% 
  arrange(Species) %>% 
  mutate(Invasion_Status  = gsub("\\[[[0-9]+] ", "", Invasion_Status)) %>% 
  separate(Invasion_Status, into = c("Habitat", "Season", "Invasion_Status")) %>% 
  filter(Habitat == "Pond", Season == "Dry") %>% 
  select(-c(Habitat)) %>% 
  unite("Invasion_Season_Spp", c(Invasion_Status, Season, Species), sep = "_") %>% 
  filter(Invasion_Season_Spp %in% colnames(.)) %>% 
  column_to_rownames(var = "Invasion_Season_Spp") %>% 
  t() %>% as.data.frame() %>%  
  rownames_to_column(var = "Invasion_Season_Spp") %>% 
  filter(Invasion_Season_Spp %in% colnames(.)) %>% 
  mutate(Habitat = "Pond") %>% 
  unite("Habitat_Invasion_Season_Spp", c(Habitat, Invasion_Season_Spp)) %>% 
  column_to_rownames(var = "Habitat_Invasion_Season_Spp") %>% 
  t() %>% as.data.frame() %>% 
  mutate(Habitat = "Marsh") %>% 
  rownames_to_column(var = "Invasion_Season_Spp") %>% 
  unite("Habitat_Invasion_Season_Spp", c(Habitat, Invasion_Season_Spp)) %>% 
  column_to_rownames(var = "Habitat_Invasion_Season_Spp")

#isolate comparisons within a spp size class
#reformat data
#calculate % change
post.marsh.pond.dry.direct.spp.pairwise <- post.marsh.pond.dry.direct.pairwise %>% as.matrix() %>% 
  diag() %>% as.data.frame() %>% 
  mutate(Species = rownames(post.marsh.pond.dry.direct.pairwise)) %>% 
  separate(Species, into = c("Habitat", "Invasion_Status", "Season", "Genus", "Species"), sep = "_") %>% 
  unite("Species", c(Genus, Species), sep = "_") %>% 
  merge(., pre.post.modes.wide, by = "Species") %>% 
  select(Species, ".", `Marsh_Dry_Post-Invasion`, `Pond_Dry_Post-Invasion`) %>% 
  rename(`Marsh < Pond` = ".") %>% 
  distinct(Species, .keep_all = T) %>% 
  separate(Species, into = c("Species", "Size Class"), sep = "(?<=[A-Za-z])(?=[0-9])") %>% 
  pivot_longer(cols = contains("Invasion"), names_to = "Habitat_Season_Invasion", values_to = "Mode") %>% 
  separate(Habitat_Season_Invasion, into = c("Habitat", "Season", "Invasion_Status")) %>% 
  pivot_wider(names_from = "Habitat", values_from = "Mode") %>% 
  mutate(#`Post > Post` = 1 - `Post < Post`,
    Direction = case_when(
      `Marsh < Pond` >= 0.95 ~ "Increase",
      `Marsh < Pond` < 0.05 ~ "Decrease",
      `Marsh < Pond` > 0.05 | `Marsh < Pond` < 0.95 ~ "No Change"),
    `Percent Change` = ((Pond-Marsh)/Marsh)*100,
    Species = case_when(
      #Species == "A_nat" ~ "A. natalis",
      #Species == "C_uro" ~ "M. urophthalmus",
      #Species == "E_eve" ~ "E. evergladei",
      #Species == "E_glo" ~ "E. gloriosus",
      Species == "F_chr" ~ "F. chrysotus",
      #Species == "F_con" ~ "F. confluentus",
      Species == "G_hol" ~ "G. holbrooki",
      Species == "H_for" ~ "H. formosa",
      Species == "H_lit" ~ "H. littorale", 
      #Species == "J_flo" ~ "J. floridae",
      Species == "L_goo" ~ "L. goodei",
      # Species == "L_gul" ~ "L. gulosus",
      #Species == "L_mac" ~ "L. macrochirus",
      Species == "L_mar" ~ "L. marginatus",
      #Species == "L_mic" ~ "L. microlophus",
      Species == "L_pun" ~ "L. punctatus"
      #Species == "L_pla" ~ "L. platyrhincus",
      #Species == "M_sal" ~ "M. salmoides",
      #Species == "N_gyr" ~ "N. gyrinus",
      #Species == "P_lat" ~ "P. latipinna"
      #Species == "T_mar" ~ "P. mariae"
    )) %>% 
  filter(!is.na(`Percent Change`)) %>% 
  mutate(across(where(is.numeric), round, digits = 2)) %>% 
  select(Invasion_Status, Season, Species, `Size Class`, Marsh, Pond, `Marsh < Pond`, 
         Direction, `Percent Change`)

2.4.4.7 Post-Invasion Wet vs Dry Marsh Comparisons

#reformat data to have only Post-invasion wet-season pond-marsh comparisons
#diagonal will be comparisons within a size class
post.marsh.wet.dry.direct.pairwise <- pre.post.pairwise %>% as.data.frame() %>% 
  rownames_to_column(var = "Invasion_Status_Spp") %>% 
  filter(grepl("Post", Invasion_Status_Spp)) %>% 
  separate(Invasion_Status_Spp, into = c("Invasion_Status", "Species"), sep = "[//.]") %>% 
  mutate(Invasion_Status  = gsub("\\[[[0-9]+] ", "", Invasion_Status)) %>% 
  separate(Invasion_Status, into = c("Habitat", "Season", "Invasion_Status")) %>% 
  filter(Habitat == "Marsh", Season == "Wet") %>% 
  arrange(Species) %>% 
  select(-c(Season)) %>% 
  unite("Invasion_Habitat_Spp", c(Invasion_Status, Habitat, Species), sep = "_") %>% 
  column_to_rownames(var = "Invasion_Habitat_Spp") %>% 
  t() %>% as.data.frame() %>% 
  rownames_to_column(var = "Invasion_Status_Spp") %>% 
  filter(grepl("Post", Invasion_Status_Spp)) %>% 
  separate(Invasion_Status_Spp, into = c("Invasion_Status", "Species"), sep = "[//.]") %>% 
  arrange(Species) %>% 
  mutate(Invasion_Status  = gsub("\\[[[0-9]+] ", "", Invasion_Status)) %>% 
  separate(Invasion_Status, into = c("Habitat", "Season", "Invasion_Status")) %>% 
  filter(Habitat == "Marsh", Season == "Dry") %>% 
  select(-c(Season)) %>% 
  unite("Invasion_Habitat_Spp", c(Invasion_Status, Habitat, Species), sep = "_") %>% 
  filter(Invasion_Habitat_Spp %in% colnames(.)) %>% 
  column_to_rownames(var = "Invasion_Habitat_Spp") %>% 
  t() %>% as.data.frame() %>%  
  rownames_to_column(var = "Invasion_Habitat_Spp") %>% 
  filter(Invasion_Habitat_Spp %in% colnames(.)) %>% 
  mutate(Season = "Dry") %>% 
  unite("Season_Invasion_Habitat_Spp", c(Season, Invasion_Habitat_Spp)) %>% 
  column_to_rownames(var = "Season_Invasion_Habitat_Spp") %>% 
  t() %>% as.data.frame() %>% 
  mutate(Season = "Wet") %>% 
  rownames_to_column(var = "Invasion_Habitat_Spp") %>% 
  unite("Season_Invasion_Habitat_Spp", c(Season, Invasion_Habitat_Spp)) %>% 
  column_to_rownames(var = "Season_Invasion_Habitat_Spp")

#isolate comparisons within a spp size class
#reformat data
#calculate % change
post.marsh.wet.dry.direct.spp.pairwise <- post.marsh.wet.dry.direct.pairwise %>% as.matrix() %>% 
  diag() %>% as.data.frame() %>% 
  mutate(Species = rownames(post.marsh.wet.dry.direct.pairwise)) %>% 
  separate(Species, into = c("Habitat", "Invasion_Status", "Season", "Genus", "Species"), sep = "_") %>% 
  unite("Species", c(Genus, Species), sep = "_") %>% 
  merge(., pre.post.modes.wide, by = "Species") %>% 
  select(Species, ".", `Marsh_Wet_Post-Invasion`, `Marsh_Dry_Post-Invasion`) %>% 
  rename(`Wet < Dry` = ".") %>% 
  distinct(Species, .keep_all = T) %>% 
  separate(Species, into = c("Species", "Size Class"), sep = "(?<=[A-Za-z])(?=[0-9])") %>% 
  pivot_longer(cols = contains("Invasion"), names_to = "Habitat_Season_Invasion", values_to = "Mode") %>% 
  separate(Habitat_Season_Invasion, into = c("Habitat", "Season", "Invasion_Status")) %>% 
  pivot_wider(names_from = "Season", values_from = "Mode") %>% 
  mutate(#`Post > Post` = 1 - `Post < Post`,
    Direction = case_when(
      `Wet < Dry` >= 0.95 ~ "Increase",
      `Wet < Dry` < 0.05 ~ "Decrease",
      `Wet < Dry` > 0.05 | `Wet < Dry` < 0.95 ~ "No Change"),
    `Percent Change` = ((Dry-Wet)/Wet)*100,
    Species = case_when(
      #Species == "A_nat" ~ "A. natalis",
      #Species == "C_var" ~ "C. variegatus",
      Species == "C_uro" ~ "M. urophthalmus",
      #Species == "E_eve" ~ "E. evergladei",
      Species == "E_suc" ~ "E. sucetta", 
      #Species == "E_glo" ~ "E. gloriosus",
      Species == "F_chr" ~ "F. chrysotus",
      #Species == "F_con" ~ "F. confluentus",
      Species == "G_hol" ~ "G. holbrooki",
      Species == "H_for" ~ "H. formosa",
      Species == "H_let" ~ "H. letourneuxi",
      #Species == "J_flo" ~ "J. floridae",
      Species == "L_goo" ~ "L. goodei",
      #Species == "L_gul" ~ "L. gulosus",
      #Species == "L_mac" ~ "L. macrochirus",
      #Species == "L_mar" ~ "L. marginatus",
      #Species == "L_mic" ~ "L. microlophus",
      Species == "L_pun" ~ "L. punctatus"
      #Species == "L_pla" ~ "L. platyrhincus",
      #Species == "M_sal" ~ "M. salmoides",
      #Species == "N_gyr" ~ "N. gyrinus",
      #Species == "P_lat" ~ "P. latipinna"
      #Species == "T_mar" ~ "P. mariae"
    )) %>% 
  filter(!is.na(`Percent Change`)) %>% 
  mutate(across(where(is.numeric), round, digits = 2)) %>% 
  arrange(Species) %>% 
  select(Invasion_Status, Habitat, Species, `Size Class`, Wet, Dry, `Wet < Dry`, 
         Direction, `Percent Change`)

2.4.4.8 Post-Invasion Wet vs Dry Pond Comparisons

#reformat data to have only Post-invasion wet-season pond-Pond comparisons
#diagonal will be comparisons within a size class
post.pond.wet.dry.direct.pairwise <- pre.post.pairwise %>% as.data.frame() %>% 
  rownames_to_column(var = "Invasion_Status_Spp") %>% 
  filter(grepl("Post", Invasion_Status_Spp)) %>% 
  separate(Invasion_Status_Spp, into = c("Invasion_Status", "Species"), sep = "[//.]") %>% 
  mutate(Invasion_Status  = gsub("\\[[[0-9]+] ", "", Invasion_Status)) %>% 
  separate(Invasion_Status, into = c("Habitat", "Season", "Invasion_Status")) %>% 
  filter(Habitat == "Pond", Season == "Wet") %>% 
  arrange(Species) %>% 
  select(-c(Season)) %>% 
  unite("Invasion_Habitat_Spp", c(Invasion_Status, Habitat, Species), sep = "_") %>% 
  column_to_rownames(var = "Invasion_Habitat_Spp") %>% 
  t() %>% as.data.frame() %>% 
  rownames_to_column(var = "Invasion_Status_Spp") %>% 
  filter(grepl("Post", Invasion_Status_Spp)) %>% 
  separate(Invasion_Status_Spp, into = c("Invasion_Status", "Species"), sep = "[//.]") %>% 
  arrange(Species) %>% 
  mutate(Invasion_Status  = gsub("\\[[[0-9]+] ", "", Invasion_Status)) %>% 
  separate(Invasion_Status, into = c("Habitat", "Season", "Invasion_Status")) %>% 
  filter(Habitat == "Pond", Season == "Dry") %>% 
  select(-c(Season)) %>% 
  unite("Invasion_Habitat_Spp", c(Invasion_Status, Habitat, Species), sep = "_") %>% 
  filter(Invasion_Habitat_Spp %in% colnames(.)) %>% 
  column_to_rownames(var = "Invasion_Habitat_Spp") %>% 
  t() %>% as.data.frame() %>%  
  rownames_to_column(var = "Invasion_Habitat_Spp") %>% 
  filter(Invasion_Habitat_Spp %in% colnames(.)) %>% 
  mutate(Season = "Dry") %>% 
  unite("Season_Invasion_Habitat_Spp", c(Season, Invasion_Habitat_Spp)) %>% 
  column_to_rownames(var = "Season_Invasion_Habitat_Spp") %>% 
  t() %>% as.data.frame() %>% 
  mutate(Season = "Wet") %>% 
  rownames_to_column(var = "Invasion_Habitat_Spp") %>% 
  unite("Season_Invasion_Habitat_Spp", c(Season, Invasion_Habitat_Spp)) %>% 
  column_to_rownames(var = "Season_Invasion_Habitat_Spp")

#isolate comparisons within a spp size class
#reformat data
#calculate % change
post.pond.wet.dry.direct.spp.pairwise <- post.pond.wet.dry.direct.pairwise %>% as.matrix() %>% 
  diag() %>% as.data.frame() %>% 
  mutate(Species = rownames(post.pond.wet.dry.direct.pairwise)) %>% 
  separate(Species, into = c("Habitat", "Invasion_Status", "Season", "Genus", "Species"), sep = "_") %>% 
  unite("Species", c(Genus, Species), sep = "_") %>% 
  merge(., pre.post.modes.wide, by = "Species") %>% 
  select(Species, ".", `Pond_Wet_Post-Invasion`, `Pond_Dry_Post-Invasion`) %>% 
  rename(`Wet < Dry` = ".") %>% 
  distinct(Species, .keep_all = T) %>% 
  separate(Species, into = c("Species", "Size Class"), sep = "(?<=[A-Za-z])(?=[0-9])") %>% 
  pivot_longer(cols = contains("Invasion"), names_to = "Habitat_Season_Invasion", values_to = "Mode") %>% 
  separate(Habitat_Season_Invasion, into = c("Habitat", "Season", "Invasion_Status")) %>% 
  pivot_wider(names_from = "Season", values_from = "Mode") %>% 
  mutate(#`Post > Post` = 1 - `Post < Post`,
    Direction = case_when(
      `Wet < Dry` >= 0.95 ~ "Increase",
      `Wet < Dry` < 0.05 ~ "Decrease",
      `Wet < Dry` > 0.05 | `Wet < Dry` < 0.95 ~ "No Change"),
    `Percent Change` = ((Dry-Wet)/Wet)*100,
    Species = case_when(
      #Species == "A_nat" ~ "A. natalis",
      #Species == "B_bel" ~ "B. belizanus",
      #Species == "C_bat" ~ "C. batrachus",
      #Species == "C_var" ~ "C. variegatus",
      #Species == "C_uro" ~ "M. urophthalmus",
      #Species == "E_eve" ~ "E. evergladei",
      #Species == "E_glo" ~ "E. gloriosus",
      Species == "F_chr" ~ "F. chrysotus",
      #Species == "F_con" ~ "F. confluentus",
      Species == "G_hol" ~ "G. holbrooki",
      Species == "H_for" ~ "H. formosa",
      #Species == "J_flo" ~ "J. floridae",
      Species == "L_goo" ~ "L. goodei",
      Species == "L_gul" ~ "L. gulosus",
      #Species == "L_mac" ~ "L. macrochirus",
      Species == "L_mar" ~ "L. marginatus",
      #Species == "L_mic" ~ "L. microlophus",
      Species == "L_pun" ~ "L. punctatus",
      Species == "L_pla" ~ "L. platyrhincus",
      #Species == "M_sal" ~ "M. salmoides",
      #Species == "N_gyr" ~ "N. gyrinus"
      Species == "P_lat" ~ "P. latipinna"
      #Species == "T_mar" ~ "P. mariae"
    )) %>% 
  filter(!is.na(`Percent Change`)) %>% 
  arrange(Species) %>% 
  mutate(across(where(is.numeric), round, digits = 2)) %>% 
  select(Invasion_Status, Habitat, Species, `Size Class`, Wet, Dry, `Wet < Dry`, 
         Direction, `Percent Change`)

2.4.5 Plot Pre- vs Post-Invasion

2.4.5.1 Trophic Niche Ellipses

Reformat data for plotting

pre.post.plot.data <- pre.post.SEA.B %>% as.data.frame() %>% 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  pivot_longer(everything(), names_to = c("Invasion Status", "Species"), 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
               names_sep = "[//.]", values_to = "SEA_B") %>% 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  separate(`Invasion Status`, into = c("Habitat", "Season", "Invasion Status"), "_") %>% 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  unite("Habitat_Season", c(Habitat, Season), sep = "_") %>% 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  unite(Habitat_Season_Spp, c(Habitat_Season, Species), sep = ".") %>% 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  separate(Habitat_Season_Spp, into = c("Habitat_Season", "Species"), sep = "[//.]") %>% 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  separate(Habitat_Season, into = c("Habitat", "Season"), sep = "_")
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument

Box plots

#plot these data
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
windowsFonts(Times = windowsFont("Times New Roman"))
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
(pre.post.seab<-ggplot(pre.post.plot.data, aes(x = Species, y = SEA_B, fill = `Invasion Status`))+
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
    geom_boxplot(outlier.size = 0,outlier.alpha = 0, lwd = 0.1, alpha = 0.5)+
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
    facet_grid(Habitat~Season, scales = "free_x")+
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
    scale_color_viridis_d(aesthetics = "fill", option = "D", end = 0.75)+
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
    scale_y_continuous(limits = c(0, 2.5), expand = c(0.01, 0))+
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
    theme_bw(base_size = 12)+
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
    xlab(NULL)+
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
    ylab(expression("Stomach Content Niche Area - SEA"["b"]))+
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
    theme(text = element_text(family = "Times", size = 12),
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
          axis.text.x = element_text(angle = 45, vjust = 1.1, hjust = 1, size = 4),
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
          #panel.border = element_blank(), 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
          #panel.grid.major = element_blank(),
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
          #panel.grid.minor = element_blank(), 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
          axis.line = element_line(colour = "black"),
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
          axis.ticks.x = element_line(size = 0.05),
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
          axis.title = element_text(size = 12), axis.text.x.bottom = element_text(size = 7),
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
          axis.text.y = element_text(size = 7), axis.ticks.y = element_line(size = 0.2),
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
          legend.title = element_blank(), legend.text = element_text(size = 8),
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
          legend.key.size = unit(0.75, "line"))
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
)
ggsave(filename = "Figures/Stomach Contents/Trophic Niche/Pre-vs-Post-Invasion/pre_post_SEAb.tiff", 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
       plot = pre.post.seab, 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
       dpi = 300, width = 200, height = 100, units = "mm")

2.4.5.2 Frequency Histogram of Effect Sizes

2.4.5.2.1 Invasion Effect Sizes

Reformat data for plotting

pre.post.stat.diff.guild <- pre.post.direct.spp.pairwise %>% 
  #filter(`Pre < Post` >= 0.95 | `Pre < Post` <= 0.05) %>% 
  mutate(Guild = case_when(
    Species %in% c("P. latipinna", "P. mariae") ~ "Detritivore",
    Species %in% c("E. evergladei", "E. gloriosus", "F. chrysotus", "L. goodei", "L. macrochirus",
                   "L. marginatus", "L. microlophus") ~ "Invertivore",
    Species == "L. gulosus" ~ "Mesopredator",
    Species %in% c("M. salmoides", "L. platyrhincus") ~ "Top Predator",
    Species %in% c("A. natalis", "G. holbrooki", "H. formosa", "J. floridae", "L. punctatus", 
                   "M. urophthalmus") ~ "Omnivore"
  ),
  `Statistically Different` = case_when(
    `Pre < Post` >= 0.95 | `Pre < Post` <= 0.05 ~ "Yes",
    T ~ "No"
  ))

Generate Plot

windowsFonts(Times = windowsFont("Times New Roman"))

(pre.post.stat.diff.freq.hist <- ggplot(data = pre.post.stat.diff.guild, 
                                        aes(x = `Percent Change`, fill = Guild, color = `Statistically Different`))+
    geom_histogram(bins = 20)+
    facet_grid(Habitat ~ Season, scales = "free")+
    scale_fill_viridis_d(option = "C")+
    scale_color_viridis_d(option = "B", direction = -1)+
    scale_y_continuous(expand = c(0,0))+
    #scale_x_continuous()
    ylab("Number of Species Size Classes")+
    xlab("Trophic Dispersion - Percent Change in Trophic Niche Area")+
    theme_bw(base_size = 12)+
    theme(text = element_text(family = "Times", size = 12),
          #axis.text.x = element_text(angle = 45, vjust = 1.1, hjust = 1, size = 4),
          #panel.border = element_blank(), 
          #panel.grid.major = element_blank(),
          #panel.grid.minor = element_blank(), 
          axis.line = element_line(colour = "black"),
          axis.ticks.x = element_line(size = 0.05),
          axis.title = element_text(size = 12), axis.text.x.bottom = element_text(size = 7),
          axis.text.y = element_text(size = 7), axis.ticks.y = element_line(size = 0.2),
          #legend.title = element_blank(), 
          legend.text = element_text(size = 8)#,
          #legend.key.size = unit(0.75, "line")
          )

)

ggsave(filename = "Figures/Stomach Contents/Trophic Niche/Pre-vs-Post-Invasion/pre_post_SEAb_effect_size_freq_hist.tiff", 
       plot = pre.post.stat.diff.freq.hist, 
       dpi = 300, width = 200, height = 100, units = "mm")
2.4.5.2.2 Pre/Post Habitat Shift Effect Sizes
pre.post.habitat.shifts <- bind_rows(pre.marsh.pond.wet.direct.spp.pairwise,
                                     pre.marsh.pond.Dry.direct.spp.pairwise,
                                     post.marsh.pond.wet.direct.spp.pairwise,
                                     post.marsh.pond.dry.direct.spp.pairwise) %>% 
  mutate(Guild = case_when(
    Species %in% c("P. latipinna", "P. mariae", "O. aureus") ~ "Detritivore",
    Species %in% c("E. evergladei", "E. gloriosus", "F. chrysotus", "L. goodei", "L. macrochirus",
                   "L. marginatus", "L. microlophus", "E. sucetta", "F. confluentus") ~ "Invertivore",
    Species == "L. gulosus" ~ "Mesopredator",
    Species %in% c("M. salmoides", "L. platyrhincus") ~ "Top Predator",
    Species %in% c("A. natalis", "G. holbrooki", "H. formosa", "J. floridae", "L. punctatus", 
                   "M. urophthalmus", "N. gyrinus", "H. letourneuxi", "H. littorale") ~ "Omnivore"
  )) %>% 
  mutate(Invasion_Status = case_when(
    Invasion_Status == "Pre" ~ "Pre-Invasion",
    Invasion_Status == "Post" ~ "Post-Invasion"
  )) %>% 
  rename(`Invasion Status` = Invasion_Status) %>% 
  filter(`Marsh < Pond` >= 0.95 | `Marsh < Pond` <= 0.05)

windowsFonts(Times = windowsFont("Times New Roman"))

(pre.post.habitat.freq.hist <- ggplot(data = pre.post.habitat.shifts, aes(x = `Percent Change`, fill = Guild))+
    geom_histogram(bins = 20)+
    facet_grid(`Invasion Status` ~ Season, scales = "free")+
    scale_fill_viridis_d(option = "C")+
    scale_y_continuous(expand = c(0,0))+
    #scale_x_continuous()
    ylab("Frequency")+
    theme_bw(base_size = 12)+
    theme(text = element_text(family = "Times", size = 12),
          #axis.text.x = element_text(angle = 45, vjust = 1.1, hjust = 1, size = 4),
          #panel.border = element_blank(), 
          #panel.grid.major = element_blank(),
          #panel.grid.minor = element_blank(), 
          axis.line = element_line(colour = "black"),
          axis.ticks.x = element_line(size = 0.05),
          axis.title = element_text(size = 12), axis.text.x.bottom = element_text(size = 7),
          axis.text.y = element_text(size = 7), axis.ticks.y = element_line(size = 0.2),
          legend.title = element_blank(), legend.text = element_text(size = 8)#,
          #legend.key.size = unit(0.75, "line")
    )
  
)

ggsave(filename = "Figures/Stomach Contents/Trophic Niche/Pre-vs-Post-Invasion/pre_post_SEAb_habitat_effect_size_freq_hist.tiff", 
       plot = pre.post.habitat.freq.hist, 
       dpi = 300, width = 200, height = 100, units = "mm")
2.4.5.2.3 Pre/Post Season Shift Effect Sizes
pre.post.season.shifts <- bind_rows(pre.marsh.wet.dry.direct.spp.pairwise,
                                     pre.pond.wet.dry.direct.spp.pairwise,
                                     post.marsh.wet.dry.direct.spp.pairwise,
                                     post.pond.wet.dry.direct.spp.pairwise) %>% 
  mutate(Guild = case_when(
    Species %in% c("P. latipinna", "P. mariae", "O. aureus") ~ "Detritivore",
    Species %in% c("E. evergladei", "E. gloriosus", "F. chrysotus", "L. goodei", "L. macrochirus",
                   "L. marginatus", "L. microlophus", "E. sucetta", "F. confluentus") ~ "Invertivore",
    Species == "L. gulosus" ~ "Mesopredator",
    Species %in% c("M. salmoides", "L. platyrhincus", "B. belizanus") ~ "Top Predator",
    Species %in% c("A. natalis", "G. holbrooki", "H. formosa", "J. floridae", "L. punctatus", 
                   "M. urophthalmus", "N. gyrinus", "H. letourneuxi", "H. littorale", 
                   "C. batrachus", "C. variegatus") ~ "Omnivore"
  )) %>% 
  mutate(Invasion_Status = case_when(
    Invasion_Status == "Pre" ~ "Pre-Invasion",
    Invasion_Status == "Post" ~ "Post-Invasion"
  )) %>% 
  rename(`Invasion Status` = Invasion_Status) %>% 
  filter(`Wet < Dry` >= 0.95 | `Wet < Dry` <= 0.05)

windowsFonts(Times = windowsFont("Times New Roman"))

(pre.post.season.freq.hist <- ggplot(data = pre.post.season.shifts, aes(x = `Percent Change`, fill = Guild))+
    geom_histogram(bins = 20)+
    facet_grid(`Invasion Status` ~ Habitat, scales = "free")+
    scale_fill_viridis_d(option = "C")+
    scale_y_continuous(expand = c(0,0))+
    #scale_x_continuous()
    ylab("Frequency")+
    theme_bw(base_size = 12)+
    theme(text = element_text(family = "Times", size = 12),
          #axis.text.x = element_text(angle = 45, vjust = 1.1, hjust = 1, size = 4),
          #panel.border = element_blank(), 
          #panel.grid.major = element_blank(),
          #panel.grid.minor = element_blank(), 
          axis.line = element_line(colour = "black"),
          axis.ticks.x = element_line(size = 0.05),
          axis.title = element_text(size = 12), axis.text.x.bottom = element_text(size = 7),
          axis.text.y = element_text(size = 7), axis.ticks.y = element_line(size = 0.2),
          legend.title = element_blank(), legend.text = element_text(size = 8)#,
          #legend.key.size = unit(0.75, "line")
    )
  
)

ggsave(filename = "Figures/Stomach Contents/Trophic Niche/Pre-vs-Post-Invasion/pre_post_SEAb_season_effect_size_freq_hist.tiff", 
       plot = pre.post.season.freq.hist, 
       dpi = 300, width = 200, height = 100, units = "mm")

2.4.6 Summary Metrics for Shifts in Trophic Niche Area

#mean and sd of different shifts
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
#pre-invasion habitat
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
pre.habitat.shifts <- pre.post.habitat.shifts %>% 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  filter(`Invasion Status` == "Pre-Invasion")
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
mean(pre.habitat.shifts$`Percent Change`)
[1] 170.5405
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
sd(pre.habitat.shifts$`Percent Change`)
[1] 343.6222
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
#post-invasion habitat
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
post.habitat.shifts <- pre.post.habitat.shifts %>% 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  filter(`Invasion Status` == "Post-Invasion")
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
mean(post.habitat.shifts$`Percent Change`)
[1] 214.7267
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
sd(post.habitat.shifts$`Percent Change`)
[1] 393.4058
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
#pre-invasion frequency
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
nrow(pre.habitat.shifts)/nrow(
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  bind_rows(pre.marsh.pond.wet.direct.spp.pairwise,
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
            pre.marsh.pond.Dry.direct.spp.pairwise)
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
)
[1] 0.7
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
#post-invasion frequency
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
nrow(post.habitat.shifts)/nrow(
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  bind_rows(
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
            post.marsh.pond.wet.direct.spp.pairwise,
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
            post.marsh.pond.dry.direct.spp.pairwise)
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
)
[1] 0.3913043
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
#pre-invasion season
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
pre.season.shifts <- pre.post.season.shifts %>% 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  filter(`Invasion Status` == "Pre-Invasion")
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
mean(pre.season.shifts$`Percent Change`)
[1] 121.6241
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
sd(pre.season.shifts$`Percent Change`)
[1] 299.0622
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
#post-invasion season
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
post.season.shifts <- pre.post.season.shifts %>% 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  filter(`Invasion Status` == "Post-Invasion")
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
mean(post.season.shifts$`Percent Change`)
[1] 35.02923
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
sd(post.season.shifts$`Percent Change`)
[1] 206.801
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
#pre-invasion frequency
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
nrow(pre.season.shifts)/nrow(
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  bind_rows(pre.marsh.wet.dry.direct.spp.pairwise,
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
            pre.pond.wet.dry.direct.spp.pairwise)
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
)
[1] 0.5116279
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
#post-invasion frequency
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
            post.pond.wet.dry.direct.spp.pairwise)
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
)
[1] 0.5416667
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
#overall spatiotemporal mean percent change
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
spatiotemporal.changes <- bind_rows(
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  pre.post.season.shifts,
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  pre.post.habitat.shifts
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
)
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
#average magnitude
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
mean(spatiotemporal.changes$`Percent Change`)
[1] 133
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
sd(spatiotemporal.changes$`Percent Change`)
[1] 311.4584
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
#frequency
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
nrow(spatiotemporal.changes)/nrow(
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  bind_rows(
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
    pre.marsh.wet.dry.direct.spp.pairwise,
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
    pre.pond.wet.dry.direct.spp.pairwise,
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
    post.marsh.wet.dry.direct.spp.pairwise,
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
    post.pond.wet.dry.direct.spp.pairwise,
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
    pre.marsh.pond.wet.direct.spp.pairwise,
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
    pre.marsh.pond.Dry.direct.spp.pairwise,
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
    post.marsh.pond.wet.direct.spp.pairwise,
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
    post.marsh.pond.dry.direct.spp.pairwise
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  )
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
)
[1] 0.5416667
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
#post-invasion spatiotemporal
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
#magnitude
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
post.spatiotemporal.changes <- spatiotemporal.changes %>% 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  filter(`Invasion Status` == "Post-Invasion")
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
mean(post.spatiotemporal.changes$`Percent Change`)
[1] 108.5418
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
sd(post.spatiotemporal.changes$`Percent Change`)
[1] 302.6136
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
#frequency
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
nrow(post.spatiotemporal.changes)/
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  nrow(
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
    bind_rows(
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
      post.marsh.wet.dry.direct.spp.pairwise,
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
      post.pond.wet.dry.direct.spp.pairwise,
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
      post.marsh.pond.wet.direct.spp.pairwise,
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
      post.marsh.pond.dry.direct.spp.pairwise
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
    ) 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  )
[1] 0.4680851
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
#pre-invasion spatiotemporal
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
pre.spatiotemporal.changes <- spatiotemporal.changes %>% 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  filter(`Invasion Status` == "Pre-Invasion")
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
mean(pre.spatiotemporal.changes$`Percent Change`)
[1] 145.5135
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
sd(pre.spatiotemporal.changes$`Percent Change`)
[1] 318.6816
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
#frequency
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
nrow(pre.spatiotemporal.changes)/
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  nrow(
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
    bind_rows(
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
      pre.marsh.wet.dry.direct.spp.pairwise,
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
      pre.pond.wet.dry.direct.spp.pairwise,
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
      pre.marsh.pond.wet.direct.spp.pairwise,
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
      pre.marsh.pond.Dry.direct.spp.pairwise
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
    ) 
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
  )
[1] 0.5890411
Error in exists(cacheKey, where = .rs.WorkingDataEnv, inherits = FALSE) : 
  invalid first argument
---
title: "05_niches_SIBER_stomach_contents"
author: "Peter Flood"
date: "2024-03-04"
output: 
  html_document:
    toc: true
    df_print: paged
    number_sections: true
  html_notebook:
    toc: true
    toc_float: true
    number_sections: true
---

```{r setup, include=FALSE}
knitr::opts_chunk$set(echo = TRUE)
```

# Load Libraries
```{r}
library(tidyverse)
library(SIBER)
library(openxlsx)
library(coda)
library(tRophicPosition)
library(ggpubr)
library(ggforce)
library(viridis)
```

#Post-Invasion
## Load data
This file is output from 03_diets_from_stomach_contents.Rmd
```{r}
post.consumer.nmds <- read.csv("Outputs/Stomach Contents/Diet/Post-Invasion/post_nmds_consumers.csv")
```

## Format data for SIBER package
```{r}
#unite habitat and season columns to form community variable
stomach.habitat.season <- post.consumer.nmds %>% 
  unite(col = "community", Slough, Habitat, Season) %>% 
  rename(group = size_class, iso1 = MDS1, iso2 = MDS2) %>% 
  select(-c(ID))

#dropping size classes where n < 3 for a slough-habitat-season level
siber.data <- stomach.habitat.season %>% 
  select(iso1, iso2, group, community) %>% 
  group_by(group, community) %>% 
  filter(n()>2, sd(iso1)!=0, sd(iso2)!=0, !is.na(iso1), !is.na(iso2)) %>% 
  ungroup() %>% 
  as.data.frame() %>% 
  arrange(community, group)

#create object that has dropped groups (not all rows that were dropped)
removed.consumers <- stomach.habitat.season[!(stomach.habitat.season$group %in% siber.data$group),]
```

Create SIBER object, example sample sizes
```{r}
#createSiberObject
global.siber <- createSiberObject(siber.data)

#write out table of sample sizes
write.csv(global.siber[["sample.sizes"]] %>% t(), "Outputs/Stomach Contents/Trophic Niche/Post-Invasion/siber_global_n_table_stomachs.csv")
```
Visualize SIBER object
```{r}
# Create lists of plotting arguments to be passed onwards to each 
# of the three plotting functions.
community.hulls.args <- list(col = 1, lty = 1, lwd = 1)
group.ellipses.args  <- list(n = 100, p.interval = 0.95, lty = 1, lwd = 2)
group.hull.args      <- list(lty = 2, col = "grey20")

par(mfrow=c(1,1))
plotSiberObject(global.siber,
                ax.pad = 2, 
                hulls = F, community.hulls.args, 
                ellipses = T, group.ellipses.args,
                group.hulls = T, group.hull.args,
                bty = "L",
                iso.order = c(1,2),
                xlab = expression(d13C),
                ylab = expression(d15N)
)
```
## Calculate TA, SEA, and SEAc
```{r}
global.ML <- groupMetricsML(global.siber)
print(global.ML)
write.csv(t(global.ML), file = "Outputs/Stomach Contents/Trophic Niche/Post-Invasion/all_spp_ML_stomachs.csv")
```

## Calculate Layman metrics
```{r}
#calculate Layman metrics
post.layman.metrics <- communityMetricsML(global.siber)
```

## SIBER model
Set up model parameters
```{r}
#set up the model parameters 
# options for running jags
parms <- list()
parms$n.iter <- 2 * 10^6   # number of iterations to run the model for
parms$n.burnin <- 1 * 10^4 # discard the first set of values
parms$n.thin <- 100     # thin the posterior by this many
parms$n.chains <- 2        # run this many chains
parms$save.output = T
parms$save.dir = getwd()

# define the priors
priors <- list()
priors$R <- 1 * diag(2)
priors$k <- 2
priors$tau.mu <- 1.0E-3
```

Run SIBER model
```{r}
# fit the ellipses which uses an Inverse Wishart prior
# on the covariance matrix Sigma, and a vague normal prior on the 
# means. Fitting is via the JAGS method.
global.ellipses.posterior <- siberMVN(global.siber, parms, priors)

#calculate posterior estimates of ellipses for all groups
SEA.B<-siberEllipses(global.ellipses.posterior)
colnames(SEA.B)<-names(global.ellipses.posterior)
```

### Extract SIBER output
```{r}
#calculate credibility intervals
cr.p<-c(0.5, 0.95, 0.99) #vector of desired quantiles

#call hdrcde_hdr using lapply()
SEA.B.credibles<-lapply(
  as.data.frame(SEA.B), 
  function(x,...){tmp<-hdrcde::hdr(x)$hdr},
  prob = cr.p)

#match up group names
names(SEA.B.credibles)<-colnames(global.ML)

#this carries through the row names from matrices in SEA.B.credibles
#they don't turn out all that clean though, so adding a column later with the same info
y <- do.call(function(...) {
  tmp <- plyr::rbind.fill.matrix(...)
  rownames(tmp) <- sapply(SEA.B.credibles, function(i) {
    rownames(i)
  })
  return(tmp)
}, SEA.B.credibles)

y

#object with cleaned-up row names
interval<-rep(c("99%", "95%", "50%"), 134)

#replicated each name three times in sequence to match up with new data frame
seab.names<-data.frame(rep(names(SEA.B.credibles), each = 3))
colnames(seab.names)<-"names"

#seab.names<-separate(seab.names, col = names, into = c('hab.season', 'spp'), extra = "merge")

#combine names with new data frame
seab.cred.matrix<-data.frame(seab.names, interval, y)
colnames(seab.cred.matrix)<-c(colnames(seab.names), "interval", "lower", "upper")

#write out to a csv
write.csv(seab.cred.matrix, file = "Outputs/Stomach Contents/Trophic Niche/Post-Invasion/global.sc.SEA.B.credibles.csv")

# do similar to get the modes, taking care to pick up multimodal posterior
# distributions if present
SEA.B.modes<-lapply(
  as.data.frame(SEA.B), 
  function(x,...){tmp<-hdrcde::hdr(x)$mode},
  prob = cr.p, all.modes=T)

#need to do the same as for the credible intervals to get the colnames to be
#the names not the numbers
write.csv(SEA.B.modes, file = "Outputs/Stomach Contents/Trophic Niche/Post-Invasion/global.sc.SEA.B.modes.csv")

#read back in
SEA.B.modes.matrix<-read.csv(file = "Outputs/Stomach Contents/Trophic Niche/Post-Invasion/global.sc.SEA.B.modes.csv", header = T, row.names = 1)

#change colnames
colnames(SEA.B.modes.matrix)<-colnames(global.ML)
#transpose this matrix
SEA.B.modes.matrix.t<-t(SEA.B.modes.matrix)
#change the name of what is now a single column to mode
colnames(SEA.B.modes.matrix.t)<-"mode"
#write out the final csv over the previous mode csv
write.csv(SEA.B.modes.matrix.t, file = "Outputs/Stomach Contents/Trophic Niche/Post-Invasion/global.sc.SEA.B.modes.csv")
```

### Slough, Habitat, Season Pairwise Comparisons

Use pairwise comparisons function from tRophicPosition package
```{r}
#turn output into a list
SEA.B.list <- as.list(as.data.frame(SEA.B))

#do all pairwise comparisons with function from tRophicPosition package
SEA.B.pairwise <- pairwiseComparisons(SEA.B.list, print = F)
colnames(SEA.B.pairwise) <- rownames(SEA.B.pairwise)
```
### Niche Visualizations

Format data for plotting
```{r}
post.plot.data <- SEA.B %>% as.data.frame() %>% 
  pivot_longer(everything(), names_to = "Slough_Habitat_Season_Species", values_to = "SEA_B") %>% 
  separate("Slough_Habitat_Season_Species", into = c("Slough_Habitat_Season", "Species"), 
           sep = "[//.]", extra = "merge") %>% 
  separate(Slough_Habitat_Season, into = c("Slough", "Habitat", "Season"), sep = "_") %>% 
  filter(Habitat %in% c("Marsh", "NP", "Pond"))
```

#### Habitat, Season, Slough, Plots
```{r}
windowsFonts(Times = windowsFont("Times New Roman"))

(post.seab<-ggplot(post.plot.data, aes(x = Species, y = SEA_B, fill = Habitat))+
    geom_boxplot(outlier.size = 0,outlier.alpha = 0, lwd = 0.1, alpha = 0.5)+
    facet_wrap(~Slough*Season, scales = "free", ncol = 1)+
    scale_fill_viridis_d(aesthetics = "fill", option = "D", end = 0.75)+
    coord_cartesian(ylim = c(0, 2.5))+
    theme_bw(base_size = 12)+
    xlab(NULL)+
    ylab(expression("Stomach Content Niche Area - SEA"["b"]))+
    theme(text = element_text(family = "Times", size = 12),
          axis.text.x = element_text(angle = 45, vjust = 1.1, hjust = 1, size = 4),
          #panel.border = element_blank(), 
          #panel.grid.major = element_blank(),
          #panel.grid.minor = element_blank(), 
          axis.line = element_line(colour = "black"),
          axis.ticks.x = element_line(size = 0.05),
          axis.title = element_text(size = 12), axis.text.x.bottom = element_text(size = 7),
          axis.text.y = element_text(size = 7), axis.ticks.y = element_line(size = 0.2),
          legend.title = element_blank(), legend.text = element_text(size = 8),
          legend.key.size = unit(0.75, "line"))
  
)

ggsave(filename = "Figures/Stomach Contents/Trophic Niche/Post-Invasion/post_SEAb.tiff", 
       plot = post.seab, dpi = 600, width = 150, height = 225, units = "mm")

post.plot.data.seasonal.comparisons <- post.plot.data %>% 
  filter(#filter for SRS marsh species size classes with seasonal comparisons
          Species %in% c("C.uro1", "E.suc1", "F.chr1", "G.hol1", "G.hol2", "H.for2", "H.let1", "L.goo1", "L.goo2", "L.pun2") &
           Slough == "SRS" & Habitat == "Marsh" |
            #now for SRS near-pond species
            Species %in% c("G.hol1", "G.hol2", "H.for1", "H.for2") & Slough == "SRS" & Habitat == "NP" |
              #now for SRS pond species
            Species %in% c("F.chr1", "G.hol1", "G.hol2", "H.for1", "H.for2", "L.goo1", "L.goo2", "L.gul2", "L.gul3", "L.gul4",
                           "L.pla1", "L.pun2", "P.lat2") & Slough == "SRS" & Habitat == "Pond" |
            #now do the same for TSL
            Species %in% c("F.chr1", "H.for1", "H.for2", "L.goo1", "L.goo2") &
            Slough == "TSL" & Habitat == "Marsh" |
            #no NP dry season TSL data - skip NP 
            Species %in% c("G.hol1", "G.hol2", "H.for2", "L.goo1", "L.goo2", "N.pet1") & Slough == "TSL" & Habitat == "Pond"
           )

(post.seab.season.plot<-ggplot(post.plot.data.seasonal.comparisons %>% 
                                 mutate(Season = fct_rev(Season)),
                               aes(x = Species, y = SEA_B, fill = Season))+
    geom_boxplot(outlier.size = 0,outlier.alpha = 0, lwd = 0.1, alpha = 0.8)+
    facet_grid(Slough ~ Habitat, scales = "free")+
    scale_fill_viridis_d(aesthetics = "fill", begin = 0.2, end = 0.88)+
    coord_cartesian(ylim = c(0, 1.25))+
    theme_bw(base_size = 12)+
    xlab(NULL)+
    ylab(expression("Stomach Content Niche Area - SEA"["b"]))+
    theme(text = element_text(family = "Times", size = 12),
          axis.text.x = element_text(angle = 45, vjust = 1.1, hjust = 1, size = 4),
          #panel.border = element_blank(), 
          #panel.grid.major = element_blank(),
          #panel.grid.minor = element_blank(), 
          axis.line = element_line(colour = "black"),
          axis.ticks.x = element_line(size = 0.05),
          axis.title = element_text(size = 12), axis.text.x.bottom = element_text(size = 7),
          axis.text.y = element_text(size = 7), axis.ticks.y = element_line(size = 0.2),
          legend.title = element_blank(), legend.text = element_text(size = 8),
          legend.key.size = unit(0.75, "line"))
  
)

ggsave(filename = "Figures/Stomach Contents/Trophic Niche/Post-Invasion/post_SEAb_seasonal_comparisons.tiff", 
       plot = post.seab.season.plot,
       dpi = 600, height = 150, width = 225, units = "mm")
```

#### Niche Ellipses
```{r}
(sc.niche.ellipse.plot <- ggplot(post.consumer.nmds %>% 
                                   filter(size_class %in% c("G.hol2", "L.goo2"),
                                          Habitat != "Sawgrass",
                                          !(Habitat == "NP" & Slough == "TSL")) %>% 
                                   mutate(Species = case_when(
                                     size_class == "G.hol2" ~ "Eastern Mosquitofish (adults)",
                                     size_class == "L.goo2" ~ "Bluefin Killifish (adults)"
                                   )), 
                                 aes(x = MDS1, y = MDS2, color = Season, fill = Season))+
    #geom_point()+
    stat_conf_ellipse(geom = "polygon", alpha = 0.8)+
    facet_grid(Species ~ Habitat*Slough)+
    labs(y = "MDS2", x = "MDS1")+
    scale_fill_viridis_d(end = 0.8)+
    scale_color_viridis_d(end = 0.8)+
    coord_fixed()+
    theme_bw()+
    theme(axis.text.x = element_text(size = 6, angle = 45, hjust = 1),
          panel.spacing.x = unit(0.75, "lines"))
)

ggsave(filename = "Figures/Stomach Contents/Trophic Niche/Post-Invasion/sc_niche_ellipse_plot.tiff", 
       plot = sc.niche.ellipse.plot,
       height = 150, width = 200, units = "mm", dpi = 300)
```

### Seasonal Pairwise Comparisons

Reformat to have seasonal comparisons within each slough-habitat level

#### SRS Marsh Wet-Dry Comparisons
```{r}
srs.marsh.wet.dry.pairwise <- SEA.B.pairwise %>% as.data.frame() %>% 
  rownames_to_column(var = "Slough_Habitat_Season_SizeClass") %>% 
  separate(Slough_Habitat_Season_SizeClass, into = c("Slough", "Habitat", "Season_SizeClass"), sep = "_") %>%
  separate(Season_SizeClass, into = c("Season", "SizeClass"), sep = 3) %>% 
  mutate(SizeClass = gsub("^.", "", SizeClass)) %>% 
  mutate(Slough  = gsub("\\[[[0-9]+] ", "", Slough)) %>% 
  filter(Slough == "SRS", Habitat == "Marsh", Season == "Wet") %>% 
  #unite(Slough_Habitat_Season_SizeClass, c("Slough", "Habitat", "Season_SizeClass"), sep = "_") %>% 
  select(-c(Slough, Habitat, Season)) %>% 
  column_to_rownames(var = "SizeClass") %>% 
  t() %>% as.data.frame() %>% 
  rownames_to_column(var = "Slough_Habitat_Season_SizeClass") %>% 
  separate(Slough_Habitat_Season_SizeClass, into = c("Slough", "Habitat", "Season_SizeClass"), sep = "_") %>%
  separate(Season_SizeClass, into = c("Season", "SizeClass"), sep = 3) %>% 
  mutate(SizeClass = gsub("^.", "", SizeClass)) %>% 
  mutate(Slough  = gsub("\\[[[0-9]+] ", "", Slough)) %>% 
  filter(Slough == "SRS", Habitat == "Marsh", Season == "Dry") %>% 
  filter(SizeClass %in% colnames(.)) %>% 
  select(Slough, Habitat, Season, SizeClass, matches(.$SizeClass)) %>% 
  unite(Slough_Habitat_Season_SizeClass, c("Slough", "Habitat", "Season", "SizeClass"), sep = "_") %>% 
  column_to_rownames(var = "Slough_Habitat_Season_SizeClass")

#format modes to bind with pairwise probs
srs.marsh.modes.wide <- SEA.B.modes.matrix.t %>% as.data.frame() %>% 
  rownames_to_column(var = "Slough_Habitat_Season_SizeClass") %>% 
  separate(Slough_Habitat_Season_SizeClass, into = c("Slough", "Habitat", "Season_SizeClass"), sep = "_") %>%
  separate(Season_SizeClass, into = c("Season", "Size Class"), sep = 3) %>% 
  mutate(`Size Class` = gsub("^.", "", `Size Class`)) %>% 
  mutate(Slough  = gsub("\\[[[0-9]+] ", "", Slough)) %>% 
  filter(Slough == "SRS", Habitat == "Marsh") %>% 
  pivot_wider(id_cols = `Size Class`, names_from = Season, values_from = mode) %>% 
  filter(!is.na(Wet), !is.na(Dry))

srs.marsh.wet.dry.direct.pairwise <- srs.marsh.wet.dry.pairwise %>% as.matrix() %>% 
  diag() %>% as.data.frame() %>% 
  mutate(Slough_Habitat_Season_SizeClass = rownames(srs.marsh.wet.dry.pairwise)) %>% 
  separate(Slough_Habitat_Season_SizeClass, into = c("Slough", "Habitat", "Season", "Size Class"), sep = "_") %>% 
  filter(!`Size Class` %in% c("Green Algae", "FLOC", "PERMAT", "PEREPI")) %>% 
  merge(., srs.marsh.modes.wide, by = "Size Class") %>% 
  select(`Size Class`, contains("Wet"), contains("Dry"), everything()) %>% select(-c(Season)) %>% 
  rename(`Dry < Wet` = ".") %>% 
  mutate(#`Pre > Post` = 1 - `Pre < Post`,
    Direction = case_when(
      `Dry < Wet` >= 0.95 ~ "Decrease",
      `Dry < Wet` < 0.05 ~ "Increase",
      `Dry < Wet` > 0.05 | `Dry < Wet` < 0.95 ~ "No Change"),
    `Percent Change` = ((Wet-Dry)/Dry)*100,
    `Size Class` = case_when(
      `Size Class` == "CELSPP" ~ "Celithimus spp.",
      `Size Class` == "PALPAL" ~ "P. paludosus",
      `Size Class` == "PELFEM" ~ "P. femoratus",
      TRUE ~ `Size Class`)) %>% 
  mutate(across(where(is.numeric), round, digits = 2)) %>% 
  select(Slough, Habitat, `Size Class`, Wet, Dry, `Dry < Wet`, `Percent Change`)

#write this out to excel
write.csv(srs.marsh.wet.dry.direct.pairwise, 
          file = "Outputs/Stomach Contents/Trophic Niche/Post-Invasion/srs_marsh_wet_dry_SEAB_prob_diff.csv", 
          row.names = F)
```

#### SRS Near Pond Wet-Dry Comparisons
```{r}
srs.np.wet.dry.pairwise <- SEA.B.pairwise %>% as.data.frame() %>% 
  rownames_to_column(var = "Slough_Habitat_Season_SizeClass") %>% 
  separate(Slough_Habitat_Season_SizeClass, into = c("Slough", "Habitat", "Season_SizeClass"), sep = "_") %>%
  separate(Season_SizeClass, into = c("Season", "SizeClass"), sep = 3) %>% 
  mutate(SizeClass = gsub("^.", "", SizeClass)) %>% 
  mutate(Slough  = gsub("\\[[[0-9]+] ", "", Slough)) %>% 
  filter(Slough == "SRS", Habitat == "NP", Season == "Wet") %>% 
  #unite(Slough_Habitat_Season_SizeClass, c("Slough", "Habitat", "Season_SizeClass"), sep = "_") %>% 
  select(-c(Slough, Habitat, Season)) %>% 
  column_to_rownames(var = "SizeClass") %>% 
  t() %>% as.data.frame() %>% 
  rownames_to_column(var = "Slough_Habitat_Season_SizeClass") %>% 
  separate(Slough_Habitat_Season_SizeClass, into = c("Slough", "Habitat", "Season_SizeClass"), sep = "_") %>%
  separate(Season_SizeClass, into = c("Season", "SizeClass"), sep = 3) %>% 
  mutate(SizeClass = gsub("^.", "", SizeClass)) %>% 
  mutate(Slough  = gsub("\\[[[0-9]+] ", "", Slough)) %>% 
  filter(Slough == "SRS", Habitat == "NP", Season == "Dry") %>% 
  filter(SizeClass %in% colnames(.)) %>% 
  select(Slough, Habitat, Season, SizeClass, matches(.$SizeClass)) %>% 
  unite(Slough_Habitat_Season_SizeClass, c("Slough", "Habitat", "Season", "SizeClass"), sep = "_") %>% 
  column_to_rownames(var = "Slough_Habitat_Season_SizeClass")

#format modes to bind with pairwise probs
srs.np.modes.wide <- SEA.B.modes.matrix.t %>% as.data.frame() %>% 
  rownames_to_column(var = "Slough_Habitat_Season_SizeClass") %>% 
  separate(Slough_Habitat_Season_SizeClass, into = c("Slough", "Habitat", "Season_SizeClass"), sep = "_") %>%
  separate(Season_SizeClass, into = c("Season", "Size Class"), sep = 3) %>% 
  mutate(`Size Class` = gsub("^.", "", `Size Class`)) %>% 
  mutate(Slough  = gsub("\\[[[0-9]+] ", "", Slough)) %>% 
  filter(Slough == "SRS", Habitat == "NP") %>% 
  pivot_wider(id_cols = `Size Class`, names_from = Season, values_from = mode) %>% 
  filter(!is.na(Wet), !is.na(Dry))

srs.np.wet.dry.direct.pairwise <- srs.np.wet.dry.pairwise %>% as.matrix() %>% 
  diag() %>% as.data.frame() %>% 
  mutate(Slough_Habitat_Season_SizeClass = rownames(srs.np.wet.dry.pairwise)) %>% 
  separate(Slough_Habitat_Season_SizeClass, into = c("Slough", "Habitat", "Season", "Size Class"), sep = "_") %>% 
  filter(!`Size Class` %in% c("Green Algae", "FLOC", "PERMAT", "PEREPI")) %>% 
  merge(., srs.np.modes.wide, by = "Size Class") %>% 
  select(`Size Class`, contains("Wet"), contains("Dry"), everything()) %>% select(-c(Season)) %>% 
  rename(`Dry < Wet` = ".") %>% 
  mutate(#`Pre > Post` = 1 - `Pre < Post`,
    Direction = case_when(
      `Dry < Wet` >= 0.95 ~ "Decrease",
      `Dry < Wet` < 0.05 ~ "Increase",
      `Dry < Wet` > 0.05 | `Dry < Wet` < 0.95 ~ "No Change"),
    `Percent Change` = ((Wet-Dry)/Dry)*100,
    `Size Class` = case_when(
      `Size Class` == "CELSPP" ~ "Celithimus spp.",
      `Size Class` == "PALPAL" ~ "P. paludosus",
      `Size Class` == "PELFEM" ~ "P. femoratus",
      `Size Class` == "PROFAL" ~ "P. fallax",
      TRUE ~ `Size Class`)) %>% 
  mutate(across(where(is.numeric), round, digits = 2)) %>% 
  select(Slough, Habitat, `Size Class`, Wet, Dry, `Dry < Wet`, `Percent Change`)

#write this out to excel
write.csv(srs.np.wet.dry.direct.pairwise, 
          file = "Outputs/Stomach Contents/Trophic Niche/Post-Invasion/srs_np_wet_dry_SEAB_prob_diff.csv",
          row.names = F)
```

#### SRS Pond Wet-Dry Comparisons
```{r}
srs.pond.wet.dry.pairwise <- SEA.B.pairwise %>% as.data.frame() %>% 
  rownames_to_column(var = "Slough_Habitat_Season_SizeClass") %>% 
  separate(Slough_Habitat_Season_SizeClass, into = c("Slough", "Habitat", "Season_SizeClass"), sep = "_") %>%
  separate(Season_SizeClass, into = c("Season", "SizeClass"), sep = 3) %>% 
  mutate(SizeClass = gsub("^.", "", SizeClass)) %>% 
  mutate(Slough  = gsub("\\[[[0-9]+] ", "", Slough)) %>% 
  filter(Slough == "SRS", Habitat == "Pond", Season == "Wet") %>% 
  #unite(Slough_Habitat_Season_SizeClass, c("Slough", "Habitat", "Season_SizeClass"), sep = "_") %>% 
  select(-c(Slough, Habitat, Season)) %>% 
  column_to_rownames(var = "SizeClass") %>% 
  t() %>% as.data.frame() %>% 
  rownames_to_column(var = "Slough_Habitat_Season_SizeClass") %>% 
  separate(Slough_Habitat_Season_SizeClass, into = c("Slough", "Habitat", "Season_SizeClass"), sep = "_") %>%
  separate(Season_SizeClass, into = c("Season", "SizeClass"), sep = 3) %>% 
  mutate(SizeClass = gsub("^.", "", SizeClass)) %>% 
  mutate(Slough  = gsub("\\[[[0-9]+] ", "", Slough)) %>% 
  filter(Slough == "SRS", Habitat == "Pond", Season == "Dry") %>% 
  filter(SizeClass %in% colnames(.)) %>% 
  select(Slough, Habitat, Season, SizeClass, matches(.$SizeClass)) %>% 
  unite(Slough_Habitat_Season_SizeClass, c("Slough", "Habitat", "Season", "SizeClass"), sep = "_") %>% 
  column_to_rownames(var = "Slough_Habitat_Season_SizeClass")

#format modes to bind with pairwise probs
srs.pond.modes.wide <- SEA.B.modes.matrix.t %>% as.data.frame() %>% 
  rownames_to_column(var = "Slough_Habitat_Season_SizeClass") %>% 
  separate(Slough_Habitat_Season_SizeClass, into = c("Slough", "Habitat", "Season_SizeClass"), sep = "_") %>%
  separate(Season_SizeClass, into = c("Season", "Size Class"), sep = 3) %>% 
  mutate(`Size Class` = gsub("^.", "", `Size Class`)) %>% 
  mutate(Slough  = gsub("\\[[[0-9]+] ", "", Slough)) %>% 
  filter(Slough == "SRS", Habitat == "Pond") %>% 
  pivot_wider(id_cols = `Size Class`, names_from = Season, values_from = mode) %>% 
  filter(!is.na(Wet), !is.na(Dry))

srs.pond.wet.dry.direct.pairwise <- srs.pond.wet.dry.pairwise %>% as.matrix() %>% 
  diag() %>% as.data.frame() %>% 
  mutate(Slough_Habitat_Season_SizeClass = rownames(srs.pond.wet.dry.pairwise)) %>% 
  separate(Slough_Habitat_Season_SizeClass, into = c("Slough", "Habitat", "Season", "Size Class"), sep = "_") %>% 
  filter(!`Size Class` %in% c("Green Algae", "FLOC", "PERMAT", "PEREPI")) %>% 
  merge(., srs.pond.modes.wide, by = "Size Class") %>% 
  select(`Size Class`, contains("Wet"), contains("Dry"), everything()) %>% select(-c(Season)) %>% 
  rename(`Dry < Wet` = ".") %>% 
  mutate(#`Pre > Post` = 1 - `Pre < Post`,
    Direction = case_when(
      `Dry < Wet` >= 0.95 ~ "Decrease",
      `Dry < Wet` < 0.05 ~ "Increase",
      `Dry < Wet` > 0.05 | `Dry < Wet` < 0.95 ~ "No Change"),
    `Percent Change` = ((Wet-Dry)/Dry)*100,
    `Size Class` = case_when(
      `Size Class` == "CELSPP" ~ "Celithimus spp.",
      `Size Class` == "PALPAL" ~ "P. paludosus",
      `Size Class` == "PELFEM" ~ "P. femoratus",
      `Size Class` == "PROFAL" ~ "P. fallax",
      `Size Class` == "PROALL" ~ "P. alleni",
      `Size Class` == "BRAGRA" ~ "B. gravida",
      TRUE ~ `Size Class`)) %>% 
  mutate(across(where(is.numeric), round, digits = 2)) %>% 
  select(Slough, Habitat, `Size Class`, Wet, Dry, `Dry < Wet`, `Percent Change`)

#write this out to excel
write.csv(srs.pond.wet.dry.direct.pairwise, 
          file = "Outputs/Stomach Contents/Trophic Niche/Post-Invasion/srs_pond_wet_dry_SEAB_prob_diff.csv",
          row.names = F)
```

#### TSL Marsh Wet-Dry Comparisons
```{r}
tsl.marsh.wet.dry.pairwise <- SEA.B.pairwise %>% as.data.frame() %>% 
  rownames_to_column(var = "Slough_Habitat_Season_SizeClass") %>% 
  separate(Slough_Habitat_Season_SizeClass, into = c("Slough", "Habitat", "Season_SizeClass"), sep = "_") %>%
  separate(Season_SizeClass, into = c("Season", "SizeClass"), sep = 3) %>% 
  mutate(SizeClass = gsub("^.", "", SizeClass)) %>% 
  mutate(Slough  = gsub("\\[[[0-9]+] ", "", Slough)) %>% 
  filter(Slough == "TSL", Habitat == "Marsh", Season == "Wet") %>% 
  #unite(Slough_Habitat_Season_SizeClass, c("Slough", "Habitat", "Season_SizeClass"), sep = "_") %>% 
  select(-c(Slough, Habitat, Season)) %>% 
  column_to_rownames(var = "SizeClass") %>% 
  t() %>% as.data.frame() %>% 
  rownames_to_column(var = "Slough_Habitat_Season_SizeClass") %>% 
  separate(Slough_Habitat_Season_SizeClass, into = c("Slough", "Habitat", "Season_SizeClass"), sep = "_") %>%
  separate(Season_SizeClass, into = c("Season", "SizeClass"), sep = 3) %>% 
  mutate(SizeClass = gsub("^.", "", SizeClass)) %>% 
  mutate(Slough  = gsub("\\[[[0-9]+] ", "", Slough)) %>% 
  filter(Slough == "TSL", Habitat == "Marsh", Season == "Dry") %>% 
  filter(SizeClass %in% colnames(.)) %>% 
  select(Slough, Habitat, Season, SizeClass, matches(.$SizeClass)) %>% 
  unite(Slough_Habitat_Season_SizeClass, c("Slough", "Habitat", "Season", "SizeClass"), sep = "_") %>% 
  column_to_rownames(var = "Slough_Habitat_Season_SizeClass")

#format modes to bind with pairwise probs
tsl.marsh.modes.wide <- SEA.B.modes.matrix.t %>% as.data.frame() %>% 
  rownames_to_column(var = "Slough_Habitat_Season_SizeClass") %>% 
  separate(Slough_Habitat_Season_SizeClass, into = c("Slough", "Habitat", "Season_SizeClass"), sep = "_") %>%
  separate(Season_SizeClass, into = c("Season", "Size Class"), sep = 3) %>% 
  mutate(`Size Class` = gsub("^.", "", `Size Class`)) %>% 
  mutate(Slough  = gsub("\\[[[0-9]+] ", "", Slough)) %>% 
  filter(Slough == "TSL", Habitat == "Marsh") %>% 
  pivot_wider(id_cols = `Size Class`, names_from = Season, values_from = mode) %>% 
  filter(!is.na(Wet), !is.na(Dry))

tsl.marsh.wet.dry.direct.pairwise <- tsl.marsh.wet.dry.pairwise %>% as.matrix() %>% 
  diag() %>% as.data.frame() %>% 
  mutate(Slough_Habitat_Season_SizeClass = rownames(tsl.marsh.wet.dry.pairwise)) %>% 
  separate(Slough_Habitat_Season_SizeClass, into = c("Slough", "Habitat", "Season", "Size Class"), sep = "_") %>% 
  filter(!`Size Class` %in% c("Green Algae", "FLOC", "PERMAT", "PEREPI")) %>% 
  merge(., tsl.marsh.modes.wide, by = "Size Class") %>% 
  select(`Size Class`, contains("Wet"), contains("Dry"), everything()) %>% select(-c(Season)) %>% 
  rename(`Dry < Wet` = ".") %>% 
  mutate(#`Pre > Post` = 1 - `Pre < Post`,
    Direction = case_when(
      `Dry < Wet` >= 0.95 ~ "Decrease",
      `Dry < Wet` < 0.05 ~ "Increase",
      `Dry < Wet` > 0.05 | `Dry < Wet` < 0.95 ~ "No Change"),
    `Percent Change` = ((Wet-Dry)/Dry)*100,
    `Size Class` = case_when(
      `Size Class` == "BLUE MITE" ~ "Hydrachnidia",
      `Size Class` == "CELSPP" ~ "Celithimus spp.",
      `Size Class` == "PALPAL" ~ "P. paludosus",
      `Size Class` == "PELFEM" ~ "P. femoratus",
      `Size Class` == "CHIRON" ~  "Chironomidae",
      `Size Class` == "COENAG" ~ "Coenagrionidae",
      `Size Class` == "COPEPOD" ~ "Copepoda",
      `Size Class` == "CORIXI" ~ "Corixidae",
      `Size Class` == "EPHEME" ~ "Ephemeroptera",
      `Size Class` == "ERYSIM" ~ "E. simplicicollis",
      `Size Class` == "GERRID" ~ "Gerridae",
      TRUE ~ `Size Class`)) %>% 
  mutate(across(where(is.numeric), round, digits = 2)) %>% 
  select(Slough, Habitat, `Size Class`, Wet, Dry, `Dry < Wet`, `Percent Change`)

#write this out to excel
write.csv(tsl.marsh.wet.dry.direct.pairwise, 
          file = "Outputs/Stomach Contents/Trophic Niche/Post-Invasion/tsl_marsh_wet_dry_SEAB_prob_diff.csv",
          row.names = F)
```

#### TSL Near Pond Wet-Dry Comparisons

All TSL near-pond habitats were dry when sampled during the dry season so wet-dry comparisons could not be made

#### TSL Pond Wet-Dry Comparisons
```{r}
tsl.pond.wet.dry.pairwise <- SEA.B.pairwise %>% as.data.frame() %>% 
  rownames_to_column(var = "Slough_Habitat_Season_SizeClass") %>% 
  separate(Slough_Habitat_Season_SizeClass, into = c("Slough", "Habitat", "Season_SizeClass"), sep = "_") %>%
  separate(Season_SizeClass, into = c("Season", "SizeClass"), sep = 3) %>% 
  mutate(SizeClass = gsub("^.", "", SizeClass)) %>% 
  mutate(Slough  = gsub("\\[[[0-9]+] ", "", Slough)) %>% 
  filter(Slough == "TSL", Habitat == "Pond", Season == "Wet") %>% 
  #unite(Slough_Habitat_Season_SizeClass, c("Slough", "Habitat", "Season_SizeClass"), sep = "_") %>% 
  select(-c(Slough, Habitat, Season)) %>% 
  column_to_rownames(var = "SizeClass") %>% 
  t() %>% as.data.frame() %>% 
  rownames_to_column(var = "Slough_Habitat_Season_SizeClass") %>% 
  separate(Slough_Habitat_Season_SizeClass, into = c("Slough", "Habitat", "Season_SizeClass"), sep = "_") %>%
  separate(Season_SizeClass, into = c("Season", "SizeClass"), sep = 3) %>% 
  mutate(SizeClass = gsub("^.", "", SizeClass)) %>% 
  mutate(Slough  = gsub("\\[[[0-9]+] ", "", Slough)) %>% 
  filter(Slough == "TSL", Habitat == "Pond", Season == "Dry") %>% 
  filter(SizeClass %in% colnames(.)) %>% 
  select(Slough, Habitat, Season, SizeClass, matches(.$SizeClass)) %>% 
  unite(Slough_Habitat_Season_SizeClass, c("Slough", "Habitat", "Season", "SizeClass"), sep = "_") %>% 
  column_to_rownames(var = "Slough_Habitat_Season_SizeClass")

#format modes to bind with pairwise probs
tsl.pond.modes.wide <- SEA.B.modes.matrix.t %>% as.data.frame() %>% 
  rownames_to_column(var = "Slough_Habitat_Season_SizeClass") %>% 
  separate(Slough_Habitat_Season_SizeClass, into = c("Slough", "Habitat", "Season_SizeClass"), sep = "_") %>%
  separate(Season_SizeClass, into = c("Season", "Size Class"), sep = 3) %>% 
  mutate(`Size Class` = gsub("^.", "", `Size Class`)) %>% 
  mutate(Slough  = gsub("\\[[[0-9]+] ", "", Slough)) %>% 
  filter(Slough == "TSL", Habitat == "Pond") %>% 
  pivot_wider(id_cols = `Size Class`, names_from = Season, values_from = mode) %>% 
  filter(!is.na(Wet), !is.na(Dry))

tsl.pond.wet.dry.direct.pairwise <- tsl.pond.wet.dry.pairwise %>% as.matrix() %>% 
  diag() %>% as.data.frame() %>% 
  mutate(Slough_Habitat_Season_SizeClass = rownames(tsl.pond.wet.dry.pairwise)) %>% 
  separate(Slough_Habitat_Season_SizeClass, into = c("Slough", "Habitat", "Season", "Size Class"), sep = "_") %>% 
  filter(!`Size Class` %in% c("Green Algae", "FLOC", "PERMAT", "PEREPI")) %>% 
  merge(., tsl.pond.modes.wide, by = "Size Class") %>% 
  select(`Size Class`, contains("Wet"), contains("Dry"), everything()) %>% select(-c(Season)) %>% 
  rename(`Dry < Wet` = ".") %>% 
  mutate(#`Pre > Post` = 1 - `Pre < Post`,
    Direction = case_when(
      `Dry < Wet` >= 0.95 ~ "Decrease",
      `Dry < Wet` < 0.05 ~ "Increase",
      `Dry < Wet` > 0.05 | `Dry < Wet` < 0.95 ~ "No Change"),
    `Percent Change` = ((Wet-Dry)/Dry)*100,
    `Size Class` = case_when(
      `Size Class` == "CELSPP" ~ "Celithimus spp.",
      `Size Class` == "PALPAL" ~ "P. paludosus",
      `Size Class` == "PELFEM" ~ "P. femoratus",
      `Size Class` == "PROFAL" ~ "P. fallax",
      `Size Class` == "PROALL" ~ "P. alleni",
      `Size Class` == "BRAGRA" ~ "B. gravida",
      `Size Class` == "AMPHIPOD" ~ "Amphipoda",
      `Size Class` == "COPEPOD" ~ "Copepoda",
      TRUE ~ `Size Class`)) %>% 
  mutate(across(where(is.numeric), round, digits = 2)) %>% 
  select(Slough, Habitat, `Size Class`, Wet, Dry, `Dry < Wet`, `Percent Change`)

#write this out to excel
write.csv(tsl.pond.wet.dry.direct.pairwise, 
          file = "Outputs/Stomach Contents/Trophic Niche/Post-Invasion/tsl_pond_wet_dry_SEAB_prob_diff.csv",
          row.names = F)
```

#### Combine Output for Seasonal Comparisons
```{r}
seasonal.pairiwse <- bind_rows(srs.marsh.wet.dry.direct.pairwise, srs.np.wet.dry.direct.pairwise, srs.pond.wet.dry.direct.pairwise,
                               tsl.marsh.wet.dry.direct.pairwise, tsl.pond.wet.dry.direct.pairwise)
write.csv(seasonal.pairiwse, 
          "Outputs/Stomach Contents/Trophic Niche/Post-Invasion/season_pairiwise.csv",
          row.names = F)

#proportion of statistical changes in wet-dry comparisons
sum(seasonal.pairiwse$`Dry < Wet`>=0.95 | seasonal.pairiwse$`Dry < Wet`<=0.05)/nrow(seasonal.pairiwse) 

#mean and sd % change all seasonal changes
seasonal.pairiwse %>% 
  filter(`Dry < Wet` >= 0.95 | `Dry < Wet` <= 0.05) %>% 
  mutate(`Percent Change` = abs(`Percent Change`)) %>% 
  summarize_at(.vars = "Percent Change", list(mean = mean, sd = sd))

#break it down by habitat
#marsh
#frequency
sum(srs.marsh.wet.dry.direct.pairwise$`Dry < Wet`>=0.95|
      srs.marsh.wet.dry.direct.pairwise$`Dry < Wet`<=0.05,
    tsl.marsh.wet.dry.direct.pairwise$`Dry < Wet`>=0.95|
      tsl.marsh.wet.dry.direct.pairwise$`Dry < Wet`<=0.05)/
  nrow(bind_rows(srs.marsh.wet.dry.direct.pairwise, tsl.marsh.wet.dry.direct.pairwise))
#magnitude
bind_rows(srs.marsh.wet.dry.direct.pairwise, tsl.marsh.wet.dry.direct.pairwise)%>% 
  filter(`Dry < Wet` >= 0.95 | `Dry < Wet` <= 0.05) %>% 
  mutate(`Percent Change` = abs(`Percent Change`)) %>% 
  summarize_at(.vars = "Percent Change", list(mean = mean, sd = sd))

#NP - no TSL NP
#frequency
sum(srs.np.wet.dry.direct.pairwise$`Dry < Wet`>=0.95|
      srs.np.wet.dry.direct.pairwise$`Dry < Wet`<=0.05)/
  nrow(srs.np.wet.dry.direct.pairwise)
#magnitude
bind_rows(srs.np.wet.dry.direct.pairwise)%>% 
  filter(`Dry < Wet` >= 0.95 | `Dry < Wet` <= 0.05) %>% 
  mutate(`Percent Change` = abs(`Percent Change`)) %>% 
  summarize_at(.vars = "Percent Change", list(mean = mean, sd = sd))

#Pond
#frequency
sum(srs.pond.wet.dry.direct.pairwise$`Dry < Wet`>=0.95|
      srs.pond.wet.dry.direct.pairwise$`Dry < Wet`<=0.05,
    tsl.pond.wet.dry.direct.pairwise$`Dry < Wet`>=0.95|
      tsl.pond.wet.dry.direct.pairwise$`Dry < Wet`<=0.05)/
  nrow(bind_rows(srs.pond.wet.dry.direct.pairwise, tsl.pond.wet.dry.direct.pairwise))
#magnitude
bind_rows(srs.pond.wet.dry.direct.pairwise, tsl.pond.wet.dry.direct.pairwise)%>% 
  filter(`Dry < Wet` >= 0.95 | `Dry < Wet` <= 0.05) %>% 
  mutate(`Percent Change` = abs(`Percent Change`)) %>% 
  summarize_at(.vars = "Percent Change", list(mean = mean, sd = sd))
```
#### Seasonal Percent Change Plots
Format data for plotting
```{r}
all.season.direct.pairwise <- bind_rows(
  srs.marsh.wet.dry.direct.pairwise, srs.np.wet.dry.direct.pairwise, srs.pond.wet.dry.direct.pairwise,
  tsl.marsh.wet.dry.direct.pairwise, tsl.pond.wet.dry.direct.pairwise #no tsl.np.wet.dry.direct.pairwise
  ) %>% 
  mutate(`Size Class` = case_when(
    `Size Class` == "C.uro1" ~ "M.uro1",
    T ~ `Size Class`
  )) %>% 
  rename(`Wet < Dry` = `Dry < Wet`) %>% 
  mutate(Trophic_Guild = case_when(
    `Size Class` %in% c("P.lat2" ) ~ "Detritivore",
    `Size Class` %in% c("M.uro1", "H.let1", "G.hol1", "G.hol2", "E.suc1") ~ "Omnivore",
    `Size Class` %in% c("N.pet1", "L.goo1", "L.goo2", "H.for1", "H.for2", "F.chr1") ~ "Invertivore",
    `Size Class` %in% c("L.pun2", "L.pla1", "L.gul4", "L.gul3", "L.gul2") ~ "Mesopredator"
    ),
    Trophic_Score = case_when(
      Trophic_Guild == "Mesopredator" ~ 4,
      Trophic_Guild == "Invertivore" ~ 3,
      Trophic_Guild == "Omnivore" ~ 2,
      Trophic_Guild == "Detritivore" ~ 1
    ),
    `Size Class` = fct_reorder(`Size Class`, Trophic_Score)) %>% 
  rename(`Trophic Guild` = Trophic_Guild)
```

Percent change for seasonal changes
```{r}
windowsFonts(Times = windowsFont("Times New Roman"))

(season.percent.change.plot <- ggplot(data = all.season.direct.pairwise, 
                                      aes(y = `Size Class`, x = `Percent Change`, fill = Habitat, 
                                          color = Habitat, shape = Slough))+
    geom_point(aes(size = `Wet < Dry`))+
    scale_shape_manual(values = c(22,24))+
    scale_fill_viridis_d(end = 0.8)+
    scale_color_viridis_d(end = 0.8)+
    scale_size_continuous(breaks = c(0.05, 0.25, 0.75, 0.95))+
    facet_zoom(xlim = c(-100, 100))+
    geom_hline(yintercept = 12.5, linetype = "dashed", color = viridis(n=4, option = "A")[1])+
    geom_hline(yintercept = 6.5, linetype = "dashed", color = viridis(n=4, option = "A")[2])+
    geom_hline(yintercept = 1.5, linetype = "dashed", color = viridis(n=4, option = "A")[3])+
    theme_bw()+
    theme(text = element_text(family = "Times"))
  
)

ggsave("Figures/Stomach Contents/Trophic Niche/Post-Invasion/stomach_contents_season_percent_change_plot.tiff", 
       plot = season.percent.change.plot, dpi = 300,
       height = 250, width = 150, units = "mm")
```

Boxplots for percent change per habitat across all species
```{r}
(season.percent.change.boxplot <- ggplot(data = all.season.direct.pairwise %>% 
                                           mutate(Habitat = gsub("NP", "Near Pond", Habitat)), 
                                           aes(y = `Percent Change`, x = Habitat))+
    geom_boxplot()+
    facet_zoom(ylim = c(-100, 100))+
    scale_x_discrete(limits = c("Pond", "Near Pond", "Marsh"))+
    theme_bw()+
    theme(text = element_text(family = "Times"))
  
)
```
```{r}
all.season.direct.pairwise.long <- all.season.direct.pairwise %>% 
  pivot_longer(cols = c(Wet, Dry), names_to = "Season", values_to = "Niche Area") %>% 
  mutate(Habitat = gsub("NP", "Near Pond", Habitat))


(season.niche.area.habitat.plot <- ggplot(data = all.season.direct.pairwise.long,
                                          aes(x = Season, y = `Niche Area`))+
    geom_boxplot()+
    facet_zoom(ylim = c(0, 1))+
    facet_wrap(~Habitat)+
    scale_x_discrete(limits = c("Wet", "Dry"))
    #coord_cartesian(ylim = c(0,1))
  
)

season.niche.shifts <- all.season.direct.pairwise.long %>% 
  filter(`Wet < Dry` <= 0.05 | `Wet < Dry` >= 0.95)

season.niche.shifts %>% group_by(Habitat, Season) %>% tally()

(sc.season.niche.area.shifts.habitat.plot <- ggplot(data = season.niche.shifts,
                                          aes(x = Season, y = `Niche Area`))+
    geom_boxplot()+
    #facet_zoom(ylim = c(0, 1))+
    facet_wrap(~Habitat)+
    scale_x_discrete(limits = c("Wet", "Dry"))+
    coord_cartesian(ylim = c(0,1))+
    ylab(label = expression(Niche[SCA]))+
    theme_bw()+
    theme(text = element_text(family = "Times", size = 8),
          axis.text.y = element_text(size = 6))
  
)

ggsave("Figures/Stomach Contents/Trophic Niche/Post-Invasion/stomach_contents_seasonal_niche_shifts_per_habitat.tiff", 
       plot = sc.season.niche.area.shifts.habitat.plot, 
       dpi = 300, height = 150, width = 250, units = "mm")

season.niche.shifts %>% group_by(Habitat, Season, `Trophic Guild`) %>% tally() %>% 
  arrange(Habitat, `Trophic Guild`)

(sc.season.niche.area.shifts.guild.habitat.plot <- ggplot(data = season.niche.shifts,
                                                 aes(x = Season, y = `Niche Area`))+
    geom_boxplot()+
    #facet_zoom(ylim = c(0, 1))+
    facet_wrap(~Habitat*`Trophic Guild`, scales = "free_y")+
    scale_x_discrete(limits = c("Wet", "Dry"))+
    #coord_cartesian(ylim = c(0,1))+
    ylab(label = expression(Niche[SCA]))+
    theme_bw()+
    theme(text = element_text(family = "Times", size = 8),
          axis.text.y = element_text(size = 6))
  
)

ggsave("Figures/Stomach Contents/Trophic Niche/Post-Invasion/stomach_contents_seasonal_niche_shifts_guild_per_habitat.tiff", 
       plot = sc.season.niche.area.shifts.guild.habitat.plot, 
       dpi = 300, height = 150, width = 250, units = "mm")
```

### Slough Pairwise Comparisons
#### SRS-TSL Marsh Wet Season Comparisons
```{r}
slough.marsh.wet.pairwise <- SEA.B.pairwise %>% as.data.frame() %>% 
  rownames_to_column(var = "Slough_Habitat_Season_SizeClass") %>% 
  separate(Slough_Habitat_Season_SizeClass, into = c("Slough", "Habitat", "Season_SizeClass"), sep = "_") %>%
  separate(Season_SizeClass, into = c("Season", "SizeClass"), sep = 3) %>% 
  mutate(SizeClass = gsub("^.", "", SizeClass)) %>% 
  mutate(Slough  = gsub("\\[[[0-9]+] ", "", Slough)) %>% 
  filter(Slough == "SRS", Habitat == "Marsh", Season == "Wet") %>% 
  #unite(Slough_Habitat_Season_SizeClass, c("Slough", "Habitat", "Season_SizeClass"), sep = "_") %>% 
  select(-c(Slough, Habitat, Season)) %>% 
  column_to_rownames(var = "SizeClass") %>% 
  t() %>% as.data.frame() %>% 
  rownames_to_column(var = "Slough_Habitat_Season_SizeClass") %>% 
  separate(Slough_Habitat_Season_SizeClass, into = c("Slough", "Habitat", "Season_SizeClass"), sep = "_") %>%
  separate(Season_SizeClass, into = c("Season", "SizeClass"), sep = 3) %>% 
  mutate(SizeClass = gsub("^.", "", SizeClass)) %>% 
  mutate(Slough  = gsub("\\[[[0-9]+] ", "", Slough)) %>% 
  filter(Slough == "TSL", Habitat == "Marsh", Season == "Wet") %>% 
  filter(SizeClass %in% colnames(.)) %>% 
  select(Slough, Habitat, Season, SizeClass, matches(.$SizeClass)) %>% 
  unite(Slough_Habitat_Season_SizeClass, c("Slough", "Habitat", "Season", "SizeClass"), sep = "_") %>% 
  column_to_rownames(var = "Slough_Habitat_Season_SizeClass")

#format modes to bind with pairwise probs
slough.marsh.wet.modes.wide <- SEA.B.modes.matrix.t %>% as.data.frame() %>% 
  rownames_to_column(var = "Slough_Habitat_Season_SizeClass") %>% 
  separate(Slough_Habitat_Season_SizeClass, into = c("Slough", "Habitat", "Season_SizeClass"), sep = "_") %>%
  separate(Season_SizeClass, into = c("Season", "Size Class"), sep = 3) %>% 
  mutate(`Size Class` = gsub("^.", "", `Size Class`)) %>% 
  mutate(Slough  = gsub("\\[[[0-9]+] ", "", Slough)) %>% 
  filter(Season == "Wet", Habitat == "Marsh") %>% 
  pivot_wider(id_cols = `Size Class`, names_from = Slough, values_from = mode) %>% 
  filter(!is.na(SRS), !is.na(TSL))

slough.marsh.wet.direct.pairwise <- slough.marsh.wet.pairwise %>% as.matrix() %>% 
  diag() %>% as.data.frame() %>% 
  mutate(Slough_Habitat_Season_SizeClass = rownames(slough.marsh.wet.pairwise)) %>% 
  separate(Slough_Habitat_Season_SizeClass, into = c("Slough", "Habitat", "Season", "Size Class"), sep = "_") %>% 
  filter(!`Size Class` %in% c("Green Algae", "FLOC", "PERMAT", "PEREPI")) %>% 
  merge(., slough.marsh.wet.modes.wide, by = "Size Class") %>% 
  select(`Size Class`, contains("TSL"), contains("SRS"), everything()) %>% select(-c(Slough)) %>% 
  rename(`TSL < SRS` = ".") %>% 
  mutate(#`Pre > Post` = 1 - `Pre < Post`,
    Direction = case_when(
      `TSL < SRS` >= 0.95 ~ "Decrease",
      `TSL < SRS` < 0.05 ~ "Increase",
      `TSL < SRS` > 0.05 | `TSL < SRS` < 0.95 ~ "No Change"),
    `Percent Change` = ((TSL-SRS)/SRS)*100,
    `Size Class` = case_when(
      `Size Class` == "BELSPP" ~ "Belostoma spp.",
      `Size Class` == "CHIRON" ~ "Chironomidae",
      `Size Class` == "COENAG" ~ "Coenagrionidae",
      `Size Class` == "CELSPP" ~ "Celithimus spp.",
      `Size Class` == "PALPAL" ~ "P. paludosus",
      `Size Class` == "PELFEM" ~ "P. femoratus",
      `Size Class` == "PROFAL" ~ "P. fallax",
      `Size Class` == "PROALL" ~ "P. alleni",
      `Size Class` == "BRAGRA" ~ "B. gravida",
      `Size Class` == "AMPHIPOD" ~ "Amphipoda",
      `Size Class` == "COPEPOD" ~ "Copepoda",
      TRUE ~ `Size Class`)) %>% 
  mutate(across(where(is.numeric), round, digits = 2)) %>% 
  select(Season, Habitat, `Size Class`, TSL, SRS, `TSL < SRS`, `Percent Change`)

#write this out to excel
write.csv(slough.marsh.wet.direct.pairwise, 
          file = "Outputs/Stomach Contents/Trophic Niche/Post-Invasion/slough_marsh_wet_SEAB_prob_diff.csv",
          row.names = F)
```

#### SRS-TSL Near Pond Wet Comparisons
```{r}
slough.np.wet.pairwise <- SEA.B.pairwise %>% as.data.frame() %>% 
  rownames_to_column(var = "Slough_Habitat_Season_SizeClass") %>% 
  separate(Slough_Habitat_Season_SizeClass, into = c("Slough", "Habitat", "Season_SizeClass"), sep = "_") %>%
  separate(Season_SizeClass, into = c("Season", "SizeClass"), sep = 3) %>% 
  mutate(SizeClass = gsub("^.", "", SizeClass)) %>% 
  mutate(Slough  = gsub("\\[[[0-9]+] ", "", Slough)) %>% 
  filter(Slough == "SRS", Habitat == "NP", Season == "Wet") %>% 
  #unite(Slough_Habitat_Season_SizeClass, c("Slough", "Habitat", "Season_SizeClass"), sep = "_") %>% 
  select(-c(Slough, Habitat, Season)) %>% 
  column_to_rownames(var = "SizeClass") %>% 
  t() %>% as.data.frame() %>% 
  rownames_to_column(var = "Slough_Habitat_Season_SizeClass") %>% 
  separate(Slough_Habitat_Season_SizeClass, into = c("Slough", "Habitat", "Season_SizeClass"), sep = "_") %>%
  separate(Season_SizeClass, into = c("Season", "SizeClass"), sep = 3) %>% 
  mutate(SizeClass = gsub("^.", "", SizeClass)) %>% 
  mutate(Slough  = gsub("\\[[[0-9]+] ", "", Slough)) %>% 
  filter(Slough == "TSL", Habitat == "NP", Season == "Wet") %>% 
  filter(SizeClass %in% colnames(.)) %>% 
  select(Slough, Habitat, Season, SizeClass, matches(.$SizeClass)) %>% 
  unite(Slough_Habitat_Season_SizeClass, c("Slough", "Habitat", "Season", "SizeClass"), sep = "_") %>% 
  column_to_rownames(var = "Slough_Habitat_Season_SizeClass")

#format modes to bind with pairwise probs
slough.np.wet.modes.wide <- SEA.B.modes.matrix.t %>% as.data.frame() %>% 
  rownames_to_column(var = "Slough_Habitat_Season_SizeClass") %>% 
  separate(Slough_Habitat_Season_SizeClass, into = c("Slough", "Habitat", "Season_SizeClass"), sep = "_") %>%
  separate(Season_SizeClass, into = c("Season", "Size Class"), sep = 3) %>% 
  mutate(`Size Class` = gsub("^.", "", `Size Class`)) %>% 
  mutate(Slough  = gsub("\\[[[0-9]+] ", "", Slough)) %>% 
  filter(Season == "Wet", Habitat == "NP") %>% 
  pivot_wider(id_cols = `Size Class`, names_from = Slough, values_from = mode) %>% 
  filter(!is.na(SRS), !is.na(TSL))

slough.np.wet.direct.pairwise <- slough.np.wet.pairwise %>% as.matrix() %>% 
  diag() %>% as.data.frame() %>% 
  mutate(Slough_Habitat_Season_SizeClass = rownames(slough.np.wet.pairwise)) %>% 
  separate(Slough_Habitat_Season_SizeClass, into = c("Slough", "Habitat", "Season", "Size Class"), sep = "_") %>% 
  filter(!`Size Class` %in% c("Green Algae", "FLOC", "PERMAT", "PEREPI")) %>% 
  merge(., slough.np.wet.modes.wide, by = "Size Class") %>% 
  select(`Size Class`, contains("TSL"), contains("SRS"), everything()) %>% select(-c(Slough)) %>% 
  rename(`TSL < SRS` = ".") %>% 
  mutate(#`Pre > Post` = 1 - `Pre < Post`,
    Direction = case_when(
      `TSL < SRS` >= 0.95 ~ "Decrease",
      `TSL < SRS` < 0.05 ~ "Increase",
      `TSL < SRS` > 0.05 | `TSL < SRS` < 0.95 ~ "No Change"),
    `Percent Change` = ((TSL-SRS)/SRS)*100,
    `Size Class` = case_when(
      `Size Class` == "BELSPP" ~ "Belostoma spp.",
      `Size Class` == "CHIRON" ~ "Chironomidae",
      `Size Class` == "COENAG" ~ "Coenagrionidae",
      `Size Class` == "CELSPP" ~ "Celithimus spp.",
      `Size Class` == "PALPAL" ~ "P. paludosus",
      `Size Class` == "PELFEM" ~ "P. femoratus",
      `Size Class` == "PROFAL" ~ "P. fallax",
      `Size Class` == "PROALL" ~ "P. alleni",
      `Size Class` == "BRAGRA" ~ "B. gravida",
      `Size Class` == "AMPHIPOD" ~ "Amphipoda",
      `Size Class` == "COPEPOD" ~ "Copepoda",
      TRUE ~ `Size Class`)) %>% 
  mutate(across(where(is.numeric), round, digits = 2)) %>% 
  select(Season, Habitat, `Size Class`, TSL, SRS, `TSL < SRS`, `Percent Change`)

#write this out to excel
write.csv(slough.np.wet.direct.pairwise, 
          file = "Outputs/Stomach Contents/Trophic Niche/Post-Invasion/slough_np_wet_SEAB_prob_diff.xlsx",
          row.names = F)
```

#### SRS-TSL Pond Wet Comparisons
```{r}
slough.pond.wet.pairwise <- SEA.B.pairwise %>% as.data.frame() %>% 
  rownames_to_column(var = "Slough_Habitat_Season_SizeClass") %>% 
  separate(Slough_Habitat_Season_SizeClass, into = c("Slough", "Habitat", "Season_SizeClass"), sep = "_") %>%
  separate(Season_SizeClass, into = c("Season", "SizeClass"), sep = 3) %>% 
  mutate(SizeClass = gsub("^.", "", SizeClass)) %>% 
  mutate(Slough  = gsub("\\[[[0-9]+] ", "", Slough)) %>% 
  filter(Slough == "SRS", Habitat == "Pond", Season == "Wet") %>% 
  #unite(Slough_Habitat_Season_SizeClass, c("Slough", "Habitat", "Season_SizeClass"), sep = "_") %>% 
  select(-c(Slough, Habitat, Season)) %>% 
  column_to_rownames(var = "SizeClass") %>% 
  t() %>% as.data.frame() %>% 
  rownames_to_column(var = "Slough_Habitat_Season_SizeClass") %>% 
  separate(Slough_Habitat_Season_SizeClass, into = c("Slough", "Habitat", "Season_SizeClass"), sep = "_") %>%
  separate(Season_SizeClass, into = c("Season", "SizeClass"), sep = 3) %>% 
  mutate(SizeClass = gsub("^.", "", SizeClass)) %>% 
  mutate(Slough  = gsub("\\[[[0-9]+] ", "", Slough)) %>% 
  filter(Slough == "TSL", Habitat == "Pond", Season == "Wet") %>% 
  filter(SizeClass %in% colnames(.)) %>% 
  select(Slough, Habitat, Season, SizeClass, matches(.$SizeClass)) %>% 
  unite(Slough_Habitat_Season_SizeClass, c("Slough", "Habitat", "Season", "SizeClass"), sep = "_") %>% 
  column_to_rownames(var = "Slough_Habitat_Season_SizeClass")

#format modes to bind with pairwise probs
slough.pond.wet.modes.wide <- SEA.B.modes.matrix.t %>% as.data.frame() %>% 
  rownames_to_column(var = "Slough_Habitat_Season_SizeClass") %>% 
  separate(Slough_Habitat_Season_SizeClass, into = c("Slough", "Habitat", "Season_SizeClass"), sep = "_") %>%
  separate(Season_SizeClass, into = c("Season", "Size Class"), sep = 3) %>% 
  mutate(`Size Class` = gsub("^.", "", `Size Class`)) %>% 
  mutate(Slough  = gsub("\\[[[0-9]+] ", "", Slough)) %>% 
  filter(Season == "Wet", Habitat == "Pond") %>% 
  pivot_wider(id_cols = `Size Class`, names_from = Slough, values_from = mode) %>% 
  filter(!is.na(SRS), !is.na(TSL))

slough.pond.wet.direct.pairwise <- slough.pond.wet.pairwise %>% as.matrix() %>% 
  diag() %>% as.data.frame() %>% 
  mutate(Slough_Habitat_Season_SizeClass = rownames(slough.pond.wet.pairwise)) %>% 
  separate(Slough_Habitat_Season_SizeClass, into = c("Slough", "Habitat", "Season", "Size Class"), sep = "_") %>% 
  filter(!`Size Class` %in% c("Green Algae", "FLOC", "PERMAT", "PEREPI")) %>% 
  merge(., slough.pond.wet.modes.wide, by = "Size Class") %>% 
  select(`Size Class`, contains("TSL"), contains("SRS"), everything()) %>% select(-c(Slough)) %>% 
  rename(`TSL < SRS` = ".") %>% 
  mutate(#`Pre > Post` = 1 - `Pre < Post`,
    Direction = case_when(
      `TSL < SRS` >= 0.95 ~ "Decrease",
      `TSL < SRS` < 0.05 ~ "Increase",
      `TSL < SRS` > 0.05 | `TSL < SRS` < 0.95 ~ "No Change"),
    `Percent Change` = ((TSL-SRS)/SRS)*100,
    `Size Class` = case_when(
      `Size Class` == "CELSPP" ~ "Celithimus spp.",
      `Size Class` == "PALPAL" ~ "P. paludosus",
      `Size Class` == "PELFEM" ~ "P. femoratus",
      `Size Class` == "PROFAL" ~ "P. fallax",
      `Size Class` == "PROALL" ~ "P. alleni",
      `Size Class` == "BRAGRA" ~ "B. gravida",
      `Size Class` == "AMPHIPOD" ~ "Amphipoda",
      `Size Class` == "COPEPOD" ~ "Copepoda",
      TRUE ~ `Size Class`)) %>% 
  mutate(across(where(is.numeric), round, digits = 2)) %>% 
  select(Season, Habitat, `Size Class`, TSL, SRS, `TSL < SRS`, `Percent Change`)

#write this out to excel
write.csv(slough.pond.wet.direct.pairwise, 
          file = "Outputs/Stomach Contents/Trophic Niche/Post-Invasion/slough_pond_wet_SEAB_prob_diff.csv",
          row.names = F)
```

#### SRS-TSL Marsh Dry Season Comparisons
```{r}
slough.marsh.dry.pairwise <- SEA.B.pairwise %>% as.data.frame() %>% 
  rownames_to_column(var = "Slough_Habitat_Season_SizeClass") %>% 
  separate(Slough_Habitat_Season_SizeClass, into = c("Slough", "Habitat", "Season_SizeClass"), sep = "_") %>%
  separate(Season_SizeClass, into = c("Season", "SizeClass"), sep = 3) %>% 
  mutate(SizeClass = gsub("^.", "", SizeClass)) %>% 
  mutate(Slough  = gsub("\\[[[0-9]+] ", "", Slough)) %>% 
  filter(Slough == "SRS", Habitat == "Marsh", Season == "Dry") %>% 
  #unite(Slough_Habitat_Season_SizeClass, c("Slough", "Habitat", "Season_SizeClass"), sep = "_") %>% 
  select(-c(Slough, Habitat, Season)) %>% 
  column_to_rownames(var = "SizeClass") %>% 
  t() %>% as.data.frame() %>% 
  rownames_to_column(var = "Slough_Habitat_Season_SizeClass") %>% 
  separate(Slough_Habitat_Season_SizeClass, into = c("Slough", "Habitat", "Season_SizeClass"), sep = "_") %>%
  separate(Season_SizeClass, into = c("Season", "SizeClass"), sep = 3) %>% 
  mutate(SizeClass = gsub("^.", "", SizeClass)) %>% 
  mutate(Slough  = gsub("\\[[[0-9]+] ", "", Slough)) %>% 
  filter(Slough == "TSL", Habitat == "Marsh", Season == "Dry") %>% 
  filter(SizeClass %in% colnames(.)) %>% 
  select(Slough, Habitat, Season, SizeClass, matches(.$SizeClass)) %>% 
  unite(Slough_Habitat_Season_SizeClass, c("Slough", "Habitat", "Season", "SizeClass"), sep = "_") %>% 
  column_to_rownames(var = "Slough_Habitat_Season_SizeClass")

#format modes to bind with pairwise probs
slough.marsh.dry.modes.wide <- SEA.B.modes.matrix.t %>% as.data.frame() %>% 
  rownames_to_column(var = "Slough_Habitat_Season_SizeClass") %>% 
  separate(Slough_Habitat_Season_SizeClass, into = c("Slough", "Habitat", "Season_SizeClass"), sep = "_") %>%
  separate(Season_SizeClass, into = c("Season", "Size Class"), sep = 3) %>% 
  mutate(`Size Class` = gsub("^.", "", `Size Class`)) %>% 
  mutate(Slough  = gsub("\\[[[0-9]+] ", "", Slough)) %>% 
  filter(Season == "Dry", Habitat == "Marsh") %>% 
  pivot_wider(id_cols = `Size Class`, names_from = Slough, values_from = mode) %>% 
  filter(!is.na(SRS), !is.na(TSL))

slough.marsh.dry.direct.pairwise <- slough.marsh.dry.pairwise %>% as.matrix() %>% 
  diag() %>% as.data.frame() %>% 
  mutate(Slough_Habitat_Season_SizeClass = rownames(slough.marsh.dry.pairwise)) %>% 
  separate(Slough_Habitat_Season_SizeClass, into = c("Slough", "Habitat", "Season", "Size Class"), sep = "_") %>% 
  filter(!`Size Class` %in% c("Green Algae", "FLOC", "PERMAT", "PEREPI")) %>% 
  merge(., slough.marsh.dry.modes.wide, by = "Size Class") %>% 
  select(`Size Class`, contains("TSL"), contains("SRS"), everything()) %>% select(-c(Slough)) %>% 
  rename(`TSL < SRS` = ".") %>% 
  mutate(#`Pre > Post` = 1 - `Pre < Post`,
    Direction = case_when(
      `TSL < SRS` >= 0.95 ~ "Decrease",
      `TSL < SRS` < 0.05 ~ "Increase",
      `TSL < SRS` > 0.05 | `TSL < SRS` < 0.95 ~ "No Change"),
    `Percent Change` = ((TSL-SRS)/SRS)*100,
    `Size Class` = case_when(
      `Size Class` == "AMPHIPOD" ~ "Amphipoda",
      `Size Class` == "BELSPP" ~ "Belostoma spp.",
      `Size Class` == "BRAGRA" ~ "B. gravida",
      `Size Class` == "COPEPOD" ~ "Copepoda",
      `Size Class` == "CHIRON" ~ "Chironomidae",
      `Size Class` == "COENAG" ~ "Coenagrionidae",
      `Size Class` == "CELSPP" ~ "Celithimus spp.",
      `Size Class` == "ERYSIM" ~ "E. simplicicollis",
      `Size Class` == "PALPAL" ~ "P. paludosus",
      `Size Class` == "PELFEM" ~ "P. femoratus",
      `Size Class` == "PROFAL" ~ "P. fallax",
      `Size Class` == "PROALL" ~ "P. alleni",
      TRUE ~ `Size Class`)) %>% 
  mutate(across(where(is.numeric), round, digits = 2)) %>% 
  select(Season, Habitat, `Size Class`, TSL, SRS, `TSL < SRS`, `Percent Change`)

#write this out to excel
write.csv(slough.marsh.dry.direct.pairwise, 
          file = "Outputs/Stomach Contents/Trophic Niche/Post-Invasion/slough_marsh_dry_SEAB_prob_diff.xlsx",
          row.names = F)
```

#### SRS-TSL Near Pond Dry Comparisons
Again, no TSL near-pond dry-season data because these habitats had completely dried by the time of our dry-season sampling

#### SRS-TSL Pond Dry Comparisons
```{r}
slough.pond.dry.pairwise <- SEA.B.pairwise %>% as.data.frame() %>% 
  rownames_to_column(var = "Slough_Habitat_Season_SizeClass") %>% 
  separate(Slough_Habitat_Season_SizeClass, into = c("Slough", "Habitat", "Season_SizeClass"), sep = "_") %>%
  separate(Season_SizeClass, into = c("Season", "SizeClass"), sep = 3) %>% 
  mutate(SizeClass = gsub("^.", "", SizeClass)) %>% 
  mutate(Slough  = gsub("\\[[[0-9]+] ", "", Slough)) %>% 
  filter(Slough == "SRS", Habitat == "Pond", Season == "Dry") %>% 
  #unite(Slough_Habitat_Season_SizeClass, c("Slough", "Habitat", "Season_SizeClass"), sep = "_") %>% 
  select(-c(Slough, Habitat, Season)) %>% 
  column_to_rownames(var = "SizeClass") %>% 
  t() %>% as.data.frame() %>% 
  rownames_to_column(var = "Slough_Habitat_Season_SizeClass") %>% 
  separate(Slough_Habitat_Season_SizeClass, into = c("Slough", "Habitat", "Season_SizeClass"), sep = "_") %>%
  separate(Season_SizeClass, into = c("Season", "SizeClass"), sep = 3) %>% 
  mutate(SizeClass = gsub("^.", "", SizeClass)) %>% 
  mutate(Slough  = gsub("\\[[[0-9]+] ", "", Slough)) %>% 
  filter(Slough == "TSL", Habitat == "Pond", Season == "Dry") %>% 
  filter(SizeClass %in% colnames(.)) %>% 
  select(Slough, Habitat, Season, SizeClass, matches(.$SizeClass)) %>% 
  unite(Slough_Habitat_Season_SizeClass, c("Slough", "Habitat", "Season", "SizeClass"), sep = "_") %>% 
  column_to_rownames(var = "Slough_Habitat_Season_SizeClass")

#format modes to bind with pairwise probs
slough.pond.dry.modes.wide <- SEA.B.modes.matrix.t %>% as.data.frame() %>% 
  rownames_to_column(var = "Slough_Habitat_Season_SizeClass") %>% 
  separate(Slough_Habitat_Season_SizeClass, into = c("Slough", "Habitat", "Season_SizeClass"), sep = "_") %>%
  separate(Season_SizeClass, into = c("Season", "Size Class"), sep = 3) %>% 
  mutate(`Size Class` = gsub("^.", "", `Size Class`)) %>% 
  mutate(Slough  = gsub("\\[[[0-9]+] ", "", Slough)) %>% 
  filter(Season == "Dry", Habitat == "Pond") %>% 
  pivot_wider(id_cols = `Size Class`, names_from = Slough, values_from = mode) %>% 
  filter(!is.na(SRS), !is.na(TSL))

slough.pond.dry.direct.pairwise <- slough.pond.dry.pairwise %>% as.matrix() %>% 
  diag() %>% as.data.frame() %>% 
  mutate(Slough_Habitat_Season_SizeClass = rownames(slough.pond.dry.pairwise)) %>% 
  separate(Slough_Habitat_Season_SizeClass, into = c("Slough", "Habitat", "Season", "Size Class"), sep = "_") %>% 
  filter(!`Size Class` %in% c("Green Algae", "FLOC", "PERMAT", "PEREPI")) %>% 
  merge(., slough.pond.dry.modes.wide, by = "Size Class") %>% 
  select(`Size Class`, contains("TSL"), contains("SRS"), everything()) %>% select(-c(Slough)) %>% 
  rename(`TSL < SRS` = ".") %>% 
  mutate(#`Pre > Post` = 1 - `Pre < Post`,
    Direction = case_when(
      `TSL < SRS` >= 0.95 ~ "Decrease",
      `TSL < SRS` < 0.05 ~ "Increase",
      `TSL < SRS` > 0.05 | `TSL < SRS` < 0.95 ~ "No Change"),
    `Percent Change` = ((TSL-SRS)/SRS)*100,
    `Size Class` = case_when(
      `Size Class` == "AMPHIPOD" ~ "Amphipoda",
      `Size Class` == "BELSPP" ~ "Belostoma spp.",
      `Size Class` == "BRAGRA" ~ "B. gravida",
      `Size Class` == "COPEPOD" ~ "Copepoda",
      `Size Class` == "CHIRON" ~ "Chironomidae",
      `Size Class` == "COENAG" ~ "Coenagrionidae",
      `Size Class` == "CELSPP" ~ "Celithimus spp.",
      `Size Class` == "ERYSIM" ~ "E. simplicicollis",
      `Size Class` == "PALPAL" ~ "P. paludosus",
      `Size Class` == "PELFEM" ~ "P. femoratus",
      `Size Class` == "PROFAL" ~ "P. fallax",
      `Size Class` == "PROALL" ~ "P. alleni",
      TRUE ~ `Size Class`)) %>% 
  mutate(across(where(is.numeric), round, digits = 2)) %>% 
  select(Season, Habitat, `Size Class`, TSL, SRS, `TSL < SRS`, `Percent Change`)

#write this out to excel
write.csv(slough.pond.dry.direct.pairwise, 
          file = "Outputs/Stomach Contents/Trophic Niche/Post-Invasion/slough_pond_dry_SEAB_prob_diff.csv",
          row.names = F)
```
#### Combine Output for Slough Comparisons
```{r}
slough.pairwise <- bind_rows(slough.marsh.dry.direct.pairwise, slough.pond.dry.direct.pairwise,
                             slough.marsh.wet.direct.pairwise, slough.np.wet.direct.pairwise, slough.pond.wet.direct.pairwise)

write.csv(slough.pairwise, 
          "Outputs/Stomach Contents/Trophic Niche/Post-Invasion/slough_pairwise.csv",
          row.names = F)

#proportion of statistical changes in slough comparisons
sum(slough.pairwise$`TSL < SRS`>=0.95 | slough.pairwise$`TSL < SRS`<=0.05)/nrow(slough.pairwise) 

#mean and sd % change all seasonal changes
slough.pairwise %>% 
  filter(`TSL < SRS` >= 0.95 | `TSL < SRS` <= 0.05) %>% 
  mutate(`Percent Change` = abs(`Percent Change`)) %>% 
  summarize_at(.vars = "Percent Change", list(mean = mean, sd = sd))
```

### Habitat Pairwise Comparisons
#### SRS Marsh-Near Pond Wet Season Comparisons
```{r}
srs.wet.marsh.np.pairwise <- SEA.B.pairwise %>% as.data.frame() %>% 
  rownames_to_column(var = "Slough_Habitat_Season_SizeClass") %>% 
  separate(Slough_Habitat_Season_SizeClass, into = c("Slough", "Habitat", "Season_SizeClass"), sep = "_") %>%
  separate(Season_SizeClass, into = c("Season", "SizeClass"), sep = 3) %>% 
  mutate(SizeClass = gsub("^.", "", SizeClass)) %>% 
  mutate(Slough  = gsub("\\[[[0-9]+] ", "", Slough)) %>% 
  filter(Slough == "SRS", Habitat == "Marsh", Season == "Wet") %>% 
  #unite(Slough_Habitat_Season_SizeClass, c("Slough", "Habitat", "Season_SizeClass"), sep = "_") %>% 
  select(-c(Slough, Habitat, Season)) %>% 
  column_to_rownames(var = "SizeClass") %>% 
  t() %>% as.data.frame() %>% 
  rownames_to_column(var = "Slough_Habitat_Season_SizeClass") %>% 
  separate(Slough_Habitat_Season_SizeClass, into = c("Slough", "Habitat", "Season_SizeClass"), sep = "_") %>%
  separate(Season_SizeClass, into = c("Season", "SizeClass"), sep = 3) %>% 
  mutate(SizeClass = gsub("^.", "", SizeClass)) %>% 
  mutate(Slough  = gsub("\\[[[0-9]+] ", "", Slough)) %>% 
  filter(Slough == "SRS", Habitat == "NP", Season == "Wet") %>% 
  filter(SizeClass %in% colnames(.)) %>% 
  select(Slough, Habitat, Season, SizeClass, matches(.$SizeClass)) %>% 
  unite(Slough_Habitat_Season_SizeClass, c("Slough", "Habitat", "Season", "SizeClass"), sep = "_") %>% 
  column_to_rownames(var = "Slough_Habitat_Season_SizeClass")

#format modes to bind with pairwise probs
srs.wet.marsh.np.modes.wide <- SEA.B.modes.matrix.t %>% as.data.frame() %>% 
  rownames_to_column(var = "Slough_Habitat_Season_SizeClass") %>% 
  separate(Slough_Habitat_Season_SizeClass, into = c("Slough", "Habitat", "Season_SizeClass"), sep = "_") %>%
  separate(Season_SizeClass, into = c("Season", "Size Class"), sep = 3) %>% 
  mutate(`Size Class` = gsub("^.", "", `Size Class`)) %>% 
  mutate(Slough  = gsub("\\[[[0-9]+] ", "", Slough)) %>% 
  filter(Slough == "SRS", Habitat %in%  c("Marsh", "NP"), Season == "Wet") %>% 
  pivot_wider(id_cols = `Size Class`, names_from = Habitat, values_from = mode) %>% 
  filter(!is.na(Marsh), !is.na(NP))

srs.wet.marsh.np.direct.pairwise <- srs.wet.marsh.np.pairwise %>% as.matrix() %>% 
  diag() %>% as.data.frame() %>% 
  mutate(Slough_Habitat_Season_SizeClass = rownames(srs.wet.marsh.np.pairwise)) %>% 
  separate(Slough_Habitat_Season_SizeClass, into = c("Slough", "Habitat", "Season", "Size Class"), sep = "_") %>% 
  filter(!`Size Class` %in% c("Green Algae", "FLOC", "PERMAT", "PEREPI")) %>% 
  merge(., srs.wet.marsh.np.modes.wide, by = "Size Class") %>% 
  select(`Size Class`, contains("Marsh"), contains("NP"), everything()) %>% select(-c(Habitat)) %>% 
  rename(`Marsh < NP` = ".") %>% 
  mutate(#`Pre > Post` = 1 - `Pre < Post`,
    Direction = case_when(
      `Marsh < NP` >= 0.95 ~ "Decrease",
      `Marsh < NP` < 0.05 ~ "Increase",
      `Marsh < NP` > 0.05 | `Marsh < NP` < 0.95 ~ "No Change"),
    `Percent Change` = ((NP-Marsh)/Marsh)*100,
    `Size Class` = case_when(
      `Size Class` == "AMPHIPOD" ~ "Amphipoda",
      `Size Class` == "BELSPP" ~ "Belostoma spp.",
      `Size Class` == "BRAGRA" ~ "B. gravida",
      `Size Class` == "COPEPOD" ~ "Copepoda",
      `Size Class` == "CHIRON" ~ "Chironomidae",
      `Size Class` == "COENAG" ~ "Coenagrionidae",
      `Size Class` == "CELSPP" ~ "Celithimus spp.",
      `Size Class` == "ERYSIM" ~ "E. simplicicollis",
      `Size Class` == "PALPAL" ~ "P. paludosus",
      `Size Class` == "PELFEM" ~ "P. femoratus",
      `Size Class` == "PROFAL" ~ "P. fallax",
      `Size Class` == "PROALL" ~ "P. alleni",
      `Size Class` == "PROSPP" ~ "Procambarus spp.",
      TRUE ~ `Size Class`)) %>% 
  mutate(across(where(is.numeric), round, digits = 2)) %>% 
  select(Slough, Season, `Size Class`, Marsh, NP, `Marsh < NP`, `Percent Change`)

#write this out to excel
#write.csv(srs.wet.marsh.np.direct.pairwise, 
#file = "Outputs/Stomach Contents/Trophic Niche/Post-Invasion/srs_wet_marsh_np_SEAB_prob_diff.csv",
#row.names = F
```

#### SRS Marsh-Pond Wet Comparisons
```{r}
srs.wet.marsh.pond.pairwise <- SEA.B.pairwise %>% as.data.frame() %>% 
  rownames_to_column(var = "Slough_Habitat_Season_SizeClass") %>% 
  separate(Slough_Habitat_Season_SizeClass, into = c("Slough", "Habitat", "Season_SizeClass"), sep = "_") %>%
  separate(Season_SizeClass, into = c("Season", "SizeClass"), sep = 3) %>% 
  mutate(SizeClass = gsub("^.", "", SizeClass)) %>% 
  mutate(Slough  = gsub("\\[[[0-9]+] ", "", Slough)) %>% 
  filter(Slough == "SRS", Habitat == "Marsh", Season == "Wet") %>% 
  #unite(Slough_Habitat_Season_SizeClass, c("Slough", "Habitat", "Season_SizeClass"), sep = "_") %>% 
  select(-c(Slough, Habitat, Season)) %>% 
  column_to_rownames(var = "SizeClass") %>% 
  t() %>% as.data.frame() %>% 
  rownames_to_column(var = "Slough_Habitat_Season_SizeClass") %>% 
  separate(Slough_Habitat_Season_SizeClass, into = c("Slough", "Habitat", "Season_SizeClass"), sep = "_") %>%
  separate(Season_SizeClass, into = c("Season", "SizeClass"), sep = 3) %>% 
  mutate(SizeClass = gsub("^.", "", SizeClass)) %>% 
  mutate(Slough  = gsub("\\[[[0-9]+] ", "", Slough)) %>% 
  filter(Slough == "SRS", Habitat == "Pond", Season == "Wet") %>% 
  filter(SizeClass %in% colnames(.)) %>% 
  select(Slough, Habitat, Season, SizeClass, matches(.$SizeClass)) %>% 
  unite(Slough_Habitat_Season_SizeClass, c("Slough", "Habitat", "Season", "SizeClass"), sep = "_") %>% 
  column_to_rownames(var = "Slough_Habitat_Season_SizeClass")

#format modes to bind with pairwise probs
srs.wet.marsh.pond.modes.wide <- SEA.B.modes.matrix.t %>% as.data.frame() %>% 
  rownames_to_column(var = "Slough_Habitat_Season_SizeClass") %>% 
  separate(Slough_Habitat_Season_SizeClass, into = c("Slough", "Habitat", "Season_SizeClass"), sep = "_") %>%
  separate(Season_SizeClass, into = c("Season", "Size Class"), sep = 3) %>% 
  mutate(`Size Class` = gsub("^.", "", `Size Class`)) %>% 
  mutate(Slough  = gsub("\\[[[0-9]+] ", "", Slough)) %>% 
  filter(Slough == "SRS", Habitat %in%  c("Marsh", "Pond"), Season == "Wet") %>% 
  pivot_wider(id_cols = `Size Class`, names_from = Habitat, values_from = mode) %>% 
  filter(!is.na(Marsh), !is.na(Pond))

srs.wet.marsh.pond.direct.pairwise <- srs.wet.marsh.pond.pairwise %>% as.matrix() %>% 
  diag() %>% as.data.frame() %>% 
  mutate(Slough_Habitat_Season_SizeClass = rownames(srs.wet.marsh.pond.pairwise)) %>% 
  separate(Slough_Habitat_Season_SizeClass, into = c("Slough", "Habitat", "Season", "Size Class"), sep = "_") %>% 
  filter(!`Size Class` %in% c("Green Algae", "FLOC", "PERMAT", "PEREPI")) %>% 
  merge(., srs.wet.marsh.pond.modes.wide, by = "Size Class") %>% 
  select(`Size Class`, contains("Marsh"), contains("Pond"), everything()) %>% select(-c(Habitat)) %>% 
  rename(`Marsh < Pond` = ".") %>% 
  mutate(#`Pre > Post` = 1 - `Pre < Post`,
    Direction = case_when(
      `Marsh < Pond` >= 0.95 ~ "Decrease",
      `Marsh < Pond` < 0.05 ~ "Increase",
      `Marsh < Pond` > 0.05 | `Marsh < Pond` < 0.95 ~ "No Change"),
    `Percent Change` = ((Pond-Marsh)/Marsh)*100,
    `Size Class` = case_when(
      `Size Class` == "AMPHIPOD" ~ "Amphipoda",
      `Size Class` == "BELSPP" ~ "Belostoma spp.",
      `Size Class` == "BRAGRA" ~ "B. gravida",
      `Size Class` == "COPEPOD" ~ "Copepoda",
      `Size Class` == "CHIRON" ~ "Chironomidae",
      `Size Class` == "COENAG" ~ "Coenagrionidae",
      `Size Class` == "CELSPP" ~ "Celithimus spp.",
      `Size Class` == "ERYSIM" ~ "E. simplicicollis",
      `Size Class` == "LIBINC" ~ "L. incesta",
      `Size Class` == "PALPAL" ~ "P. paludosus",
      `Size Class` == "PELFEM" ~ "P. femoratus",
      `Size Class` == "PROFAL" ~ "P. fallax",
      `Size Class` == "PROALL" ~ "P. alleni",
      `Size Class` == "PROSPP" ~ "Procambarus spp.",
      TRUE ~ `Size Class`)) %>% 
  mutate(across(where(is.numeric), round, digits = 2)) %>% 
  select(Slough, Season, `Size Class`, Marsh, Pond, `Marsh < Pond`, `Percent Change`)
```

#### SRS Near Pond-Pond Wet Season Comparisons
```{r}
srs.wet.np.pond.pairwise <- SEA.B.pairwise %>% as.data.frame() %>% 
  rownames_to_column(var = "Slough_Habitat_Season_SizeClass") %>% 
  separate(Slough_Habitat_Season_SizeClass, into = c("Slough", "Habitat", "Season_SizeClass"), sep = "_") %>%
  separate(Season_SizeClass, into = c("Season", "SizeClass"), sep = 3) %>% 
  mutate(SizeClass = gsub("^.", "", SizeClass)) %>% 
  mutate(Slough  = gsub("\\[[[0-9]+] ", "", Slough)) %>% 
  filter(Slough == "SRS", Habitat == "NP", Season == "Wet") %>% 
  #unite(Slough_Habitat_Season_SizeClass, c("Slough", "Habitat", "Season_SizeClass"), sep = "_") %>% 
  select(-c(Slough, Habitat, Season)) %>% 
  column_to_rownames(var = "SizeClass") %>% 
  t() %>% as.data.frame() %>% 
  rownames_to_column(var = "Slough_Habitat_Season_SizeClass") %>% 
  separate(Slough_Habitat_Season_SizeClass, into = c("Slough", "Habitat", "Season_SizeClass"), sep = "_") %>%
  separate(Season_SizeClass, into = c("Season", "SizeClass"), sep = 3) %>% 
  mutate(SizeClass = gsub("^.", "", SizeClass)) %>% 
  mutate(Slough  = gsub("\\[[[0-9]+] ", "", Slough)) %>% 
  filter(Slough == "SRS", Habitat == "Pond", Season == "Wet") %>% 
  filter(SizeClass %in% colnames(.)) %>% 
  select(Slough, Habitat, Season, SizeClass, matches(.$SizeClass)) %>% 
  unite(Slough_Habitat_Season_SizeClass, c("Slough", "Habitat", "Season", "SizeClass"), sep = "_") %>% 
  column_to_rownames(var = "Slough_Habitat_Season_SizeClass")

#format modes to bind with pairwise probs
srs.wet.np.pond.modes.wide <- SEA.B.modes.matrix.t %>% as.data.frame() %>% 
  rownames_to_column(var = "Slough_Habitat_Season_SizeClass") %>% 
  separate(Slough_Habitat_Season_SizeClass, into = c("Slough", "Habitat", "Season_SizeClass"), sep = "_") %>%
  separate(Season_SizeClass, into = c("Season", "Size Class"), sep = 3) %>% 
  mutate(`Size Class` = gsub("^.", "", `Size Class`)) %>% 
  mutate(Slough  = gsub("\\[[[0-9]+] ", "", Slough)) %>% 
  filter(Slough == "SRS", Habitat %in%  c("NP", "Pond"), Season == "Wet") %>% 
  pivot_wider(id_cols = `Size Class`, names_from = Habitat, values_from = mode) %>% 
  filter(!is.na(NP), !is.na(Pond))

srs.wet.np.pond.direct.pairwise <- srs.wet.np.pond.pairwise %>% as.matrix() %>% 
  diag() %>% as.data.frame() %>% 
  mutate(Slough_Habitat_Season_SizeClass = rownames(srs.wet.np.pond.pairwise)) %>% 
  separate(Slough_Habitat_Season_SizeClass, into = c("Slough", "Habitat", "Season", "Size Class"), sep = "_") %>% 
  filter(!`Size Class` %in% c("Green Algae", "FLOC", "PERMAT", "PEREPI")) %>% 
  merge(., srs.wet.np.pond.modes.wide, by = "Size Class") %>% 
  select(`Size Class`, contains("NP"), contains("Pond"), everything()) %>% select(-c(Habitat)) %>% 
  rename(`NP < Pond` = ".") %>% 
  mutate(#`Pre > Post` = 1 - `Pre < Post`,
    Direction = case_when(
      `NP < Pond` >= 0.95 ~ "Decrease",
      `NP < Pond` < 0.05 ~ "Increase",
      `NP < Pond` > 0.05 | `NP < Pond` < 0.95 ~ "No Change"),
    `Percent Change` = ((Pond-NP)/NP)*100,
    `Size Class` = case_when(
      `Size Class` == "AMPHIPOD" ~ "Amphipoda",
      `Size Class` == "BELSPP" ~ "Belostoma spp.",
      `Size Class` == "BRAGRA" ~ "B. gravida",
      `Size Class` == "COPEPOD" ~ "Copepoda",
      `Size Class` == "CHIRON" ~ "Chironomidae",
      `Size Class` == "COENAG" ~ "Coenagrionidae",
      `Size Class` == "CELSPP" ~ "Celithimus spp.",
      `Size Class` == "ERYSIM" ~ "E. simplicicollis",
      `Size Class` == "LIBINC" ~ "L. incesta",
      `Size Class` == "PALPAL" ~ "P. paludosus",
      `Size Class` == "PELFEM" ~ "P. femoratus",
      `Size Class` == "PROFAL" ~ "P. fallax",
      `Size Class` == "PROALL" ~ "P. alleni",
      `Size Class` == "PROSPP" ~ "Procambarus spp.",
      TRUE ~ `Size Class`)) %>% 
  mutate(across(where(is.numeric), round, digits = 2)) %>% 
  select(Slough, Season, `Size Class`, NP, Pond, `NP < Pond`, `Percent Change`)
```


#### SRS Marsh-Near Pond Dry Season Comparisons
```{r}
srs.dry.marsh.np.pairwise <- SEA.B.pairwise %>% as.data.frame() %>% 
  rownames_to_column(var = "Slough_Habitat_Season_SizeClass") %>% 
  separate(Slough_Habitat_Season_SizeClass, into = c("Slough", "Habitat", "Season_SizeClass"), sep = "_") %>%
  separate(Season_SizeClass, into = c("Season", "SizeClass"), sep = 3) %>% 
  mutate(SizeClass = gsub("^.", "", SizeClass)) %>% 
  mutate(Slough  = gsub("\\[[[0-9]+] ", "", Slough)) %>% 
  filter(Slough == "SRS", Habitat == "Marsh", Season == "Dry") %>% 
  #unite(Slough_Habitat_Season_SizeClass, c("Slough", "Habitat", "Season_SizeClass"), sep = "_") %>% 
  select(-c(Slough, Habitat, Season)) %>% 
  column_to_rownames(var = "SizeClass") %>% 
  t() %>% as.data.frame() %>% 
  rownames_to_column(var = "Slough_Habitat_Season_SizeClass") %>% 
  separate(Slough_Habitat_Season_SizeClass, into = c("Slough", "Habitat", "Season_SizeClass"), sep = "_") %>%
  separate(Season_SizeClass, into = c("Season", "SizeClass"), sep = 3) %>% 
  mutate(SizeClass = gsub("^.", "", SizeClass)) %>% 
  mutate(Slough  = gsub("\\[[[0-9]+] ", "", Slough)) %>% 
  filter(Slough == "SRS", Habitat == "NP", Season == "Dry") %>% 
  filter(SizeClass %in% colnames(.)) %>% 
  select(Slough, Habitat, Season, SizeClass, matches(.$SizeClass)) %>% 
  unite(Slough_Habitat_Season_SizeClass, c("Slough", "Habitat", "Season", "SizeClass"), sep = "_") %>% 
  column_to_rownames(var = "Slough_Habitat_Season_SizeClass")

#format modes to bind with pairwise probs
srs.dry.marsh.np.modes.wide <- SEA.B.modes.matrix.t %>% as.data.frame() %>% 
  rownames_to_column(var = "Slough_Habitat_Season_SizeClass") %>% 
  separate(Slough_Habitat_Season_SizeClass, into = c("Slough", "Habitat", "Season_SizeClass"), sep = "_") %>%
  separate(Season_SizeClass, into = c("Season", "Size Class"), sep = 3) %>% 
  mutate(`Size Class` = gsub("^.", "", `Size Class`)) %>% 
  mutate(Slough  = gsub("\\[[[0-9]+] ", "", Slough)) %>% 
  filter(Slough == "SRS", Habitat %in%  c("Marsh", "NP"), Season == "Dry") %>% 
  pivot_wider(id_cols = `Size Class`, names_from = Habitat, values_from = mode) %>% 
  filter(!is.na(Marsh), !is.na(NP))

srs.dry.marsh.np.direct.pairwise <- srs.dry.marsh.np.pairwise %>% as.matrix() %>% 
  diag() %>% as.data.frame() %>% 
  mutate(Slough_Habitat_Season_SizeClass = rownames(srs.dry.marsh.np.pairwise)) %>% 
  separate(Slough_Habitat_Season_SizeClass, into = c("Slough", "Habitat", "Season", "Size Class"), sep = "_") %>% 
  filter(!`Size Class` %in% c("Green Algae", "FLOC", "PERMAT", "PEREPI")) %>% 
  merge(., srs.dry.marsh.np.modes.wide, by = "Size Class") %>% 
  select(`Size Class`, contains("Marsh"), contains("NP"), everything()) %>% select(-c(Habitat)) %>% 
  rename(`Marsh < NP` = ".") %>% 
  mutate(#`Pre > Post` = 1 - `Pre < Post`,
    Direction = case_when(
      `Marsh < NP` >= 0.95 ~ "Decrease",
      `Marsh < NP` < 0.05 ~ "Increase",
      `Marsh < NP` > 0.05 | `Marsh < NP` < 0.95 ~ "No Change"),
    `Percent Change` = ((NP-Marsh)/Marsh)*100,
    `Size Class` = case_when(
      `Size Class` == "AMPHIPOD" ~ "Amphipoda",
      `Size Class` == "BELSPP" ~ "Belostoma spp.",
      `Size Class` == "BRAGRA" ~ "B. gravida",
      `Size Class` == "COPEPOD" ~ "Copepoda",
      `Size Class` == "CHIRON" ~ "Chironomidae",
      `Size Class` == "COENAG" ~ "Coenagrionidae",
      `Size Class` == "CELSPP" ~ "Celithimus spp.",
      `Size Class` == "ERYSIM" ~ "E. simplicicollis",
      `Size Class` == "PALPAL" ~ "P. paludosus",
      `Size Class` == "PELFEM" ~ "P. femoratus",
      `Size Class` == "PROFAL" ~ "P. fallax",
      `Size Class` == "PROALL" ~ "P. alleni",
      `Size Class` == "PROSPP" ~ "Procambarus spp.",
      TRUE ~ `Size Class`)) %>% 
  mutate(across(where(is.numeric), round, digits = 2)) %>% 
  select(Slough, Season, `Size Class`, Marsh, NP, `Marsh < NP`, `Percent Change`)
```

#### SRS Marsh-Pond Dry Season Comparisons
```{r}
srs.dry.marsh.pond.pairwise <- SEA.B.pairwise %>% as.data.frame() %>% 
  rownames_to_column(var = "Slough_Habitat_Season_SizeClass") %>% 
  separate(Slough_Habitat_Season_SizeClass, into = c("Slough", "Habitat", "Season_SizeClass"), sep = "_") %>%
  separate(Season_SizeClass, into = c("Season", "SizeClass"), sep = 3) %>% 
  mutate(SizeClass = gsub("^.", "", SizeClass)) %>% 
  mutate(Slough  = gsub("\\[[[0-9]+] ", "", Slough)) %>% 
  filter(Slough == "SRS", Habitat == "Marsh", Season == "Dry") %>% 
  #unite(Slough_Habitat_Season_SizeClass, c("Slough", "Habitat", "Season_SizeClass"), sep = "_") %>% 
  select(-c(Slough, Habitat, Season)) %>% 
  column_to_rownames(var = "SizeClass") %>% 
  t() %>% as.data.frame() %>% 
  rownames_to_column(var = "Slough_Habitat_Season_SizeClass") %>% 
  separate(Slough_Habitat_Season_SizeClass, into = c("Slough", "Habitat", "Season_SizeClass"), sep = "_") %>%
  separate(Season_SizeClass, into = c("Season", "SizeClass"), sep = 3) %>% 
  mutate(SizeClass = gsub("^.", "", SizeClass)) %>% 
  mutate(Slough  = gsub("\\[[[0-9]+] ", "", Slough)) %>% 
  filter(Slough == "SRS", Habitat == "Pond", Season == "Dry") %>% 
  filter(SizeClass %in% colnames(.)) %>% 
  select(Slough, Habitat, Season, SizeClass, matches(.$SizeClass)) %>% 
  unite(Slough_Habitat_Season_SizeClass, c("Slough", "Habitat", "Season", "SizeClass"), sep = "_") %>% 
  column_to_rownames(var = "Slough_Habitat_Season_SizeClass")

#format modes to bind with pairwise probs
srs.dry.marsh.pond.modes.wide <- SEA.B.modes.matrix.t %>% as.data.frame() %>% 
  rownames_to_column(var = "Slough_Habitat_Season_SizeClass") %>% 
  separate(Slough_Habitat_Season_SizeClass, into = c("Slough", "Habitat", "Season_SizeClass"), sep = "_") %>%
  separate(Season_SizeClass, into = c("Season", "Size Class"), sep = 3) %>% 
  mutate(`Size Class` = gsub("^.", "", `Size Class`)) %>% 
  mutate(Slough  = gsub("\\[[[0-9]+] ", "", Slough)) %>% 
  filter(Slough == "SRS", Habitat %in%  c("Marsh", "Pond"), Season == "Dry") %>% 
  pivot_wider(id_cols = `Size Class`, names_from = Habitat, values_from = mode) %>% 
  filter(!is.na(Marsh), !is.na(Pond))

srs.dry.marsh.pond.direct.pairwise <- srs.dry.marsh.pond.pairwise %>% as.matrix() %>% 
  diag() %>% as.data.frame() %>% 
  mutate(Slough_Habitat_Season_SizeClass = rownames(srs.dry.marsh.pond.pairwise)) %>% 
  separate(Slough_Habitat_Season_SizeClass, into = c("Slough", "Habitat", "Season", "Size Class"), sep = "_") %>% 
  filter(!`Size Class` %in% c("Green Algae", "FLOC", "PERMAT", "PEREPI")) %>% 
  merge(., srs.dry.marsh.pond.modes.wide, by = "Size Class") %>% 
  select(`Size Class`, contains("Marsh"), contains("Pond"), everything()) %>% select(-c(Habitat)) %>% 
  rename(`Marsh < Pond` = ".") %>% 
  mutate(#`Pre > Post` = 1 - `Pre < Post`,
    Direction = case_when(
      `Marsh < Pond` >= 0.95 ~ "Decrease",
      `Marsh < Pond` < 0.05 ~ "Increase",
      `Marsh < Pond` > 0.05 | `Marsh < Pond` < 0.95 ~ "No Change"),
    `Percent Change` = ((Pond-Marsh)/Marsh)*100,
    `Size Class` = case_when(
      `Size Class` == "AMPHIPOD" ~ "Amphipoda",
      `Size Class` == "BELSPP" ~ "Belostoma spp.",
      `Size Class` == "BRAGRA" ~ "B. gravida",
      `Size Class` == "COPEPOD" ~ "Copepoda",
      `Size Class` == "CHIRON" ~ "Chironomidae",
      `Size Class` == "COENAG" ~ "Coenagrionidae",
      `Size Class` == "CELSPP" ~ "Celithimus spp.",
      `Size Class` == "ERYSIM" ~ "E. simplicicollis",
      `Size Class` == "LIBINC" ~ "L. incesta",
      `Size Class` == "PALPAL" ~ "P. paludosus",
      `Size Class` == "PELFEM" ~ "P. femoratus",
      `Size Class` == "PLASCA" ~ "Planorbella spp.",
      `Size Class` == "PROFAL" ~ "P. fallax",
      `Size Class` == "PROALL" ~ "P. alleni",
      `Size Class` == "PROSPP" ~ "Procambarus spp.",
      TRUE ~ `Size Class`)) %>% 
  mutate(across(where(is.numeric), round, digits = 2)) %>% 
  select(Slough, Season, `Size Class`, Marsh, Pond, `Marsh < Pond`, `Percent Change`)
```

#### SRS Near Pond-Pond Dry Season Comparisons
```{r}
srs.dry.np.pond.pairwise <- SEA.B.pairwise %>% as.data.frame() %>% 
  rownames_to_column(var = "Slough_Habitat_Season_SizeClass") %>% 
  separate(Slough_Habitat_Season_SizeClass, into = c("Slough", "Habitat", "Season_SizeClass"), sep = "_") %>%
  separate(Season_SizeClass, into = c("Season", "SizeClass"), sep = 3) %>% 
  mutate(SizeClass = gsub("^.", "", SizeClass)) %>% 
  mutate(Slough  = gsub("\\[[[0-9]+] ", "", Slough)) %>% 
  filter(Slough == "SRS", Habitat == "NP", Season == "Dry") %>% 
  #unite(Slough_Habitat_Season_SizeClass, c("Slough", "Habitat", "Season_SizeClass"), sep = "_") %>% 
  select(-c(Slough, Habitat, Season)) %>% 
  column_to_rownames(var = "SizeClass") %>% 
  t() %>% as.data.frame() %>% 
  rownames_to_column(var = "Slough_Habitat_Season_SizeClass") %>% 
  separate(Slough_Habitat_Season_SizeClass, into = c("Slough", "Habitat", "Season_SizeClass"), sep = "_") %>%
  separate(Season_SizeClass, into = c("Season", "SizeClass"), sep = 3) %>% 
  mutate(SizeClass = gsub("^.", "", SizeClass)) %>% 
  mutate(Slough  = gsub("\\[[[0-9]+] ", "", Slough)) %>% 
  filter(Slough == "SRS", Habitat == "Pond", Season == "Dry") %>% 
  filter(SizeClass %in% colnames(.)) %>% 
  select(Slough, Habitat, Season, SizeClass, matches(.$SizeClass)) %>% 
  unite(Slough_Habitat_Season_SizeClass, c("Slough", "Habitat", "Season", "SizeClass"), sep = "_") %>% 
  column_to_rownames(var = "Slough_Habitat_Season_SizeClass")

#format modes to bind with pairwise probs
srs.dry.np.pond.modes.wide <- SEA.B.modes.matrix.t %>% as.data.frame() %>% 
  rownames_to_column(var = "Slough_Habitat_Season_SizeClass") %>% 
  separate(Slough_Habitat_Season_SizeClass, into = c("Slough", "Habitat", "Season_SizeClass"), sep = "_") %>%
  separate(Season_SizeClass, into = c("Season", "Size Class"), sep = 3) %>% 
  mutate(`Size Class` = gsub("^.", "", `Size Class`)) %>% 
  mutate(Slough  = gsub("\\[[[0-9]+] ", "", Slough)) %>% 
  filter(Slough == "SRS", Habitat %in%  c("NP", "Pond"), Season == "Dry") %>% 
  pivot_wider(id_cols = `Size Class`, names_from = Habitat, values_from = mode) %>% 
  filter(!is.na(NP), !is.na(Pond))

srs.dry.np.pond.direct.pairwise <- srs.dry.np.pond.pairwise %>% as.matrix() %>% 
  diag() %>% as.data.frame() %>% 
  mutate(Slough_Habitat_Season_SizeClass = rownames(srs.dry.np.pond.pairwise)) %>% 
  separate(Slough_Habitat_Season_SizeClass, into = c("Slough", "Habitat", "Season", "Size Class"), sep = "_") %>% 
  filter(!`Size Class` %in% c("Green Algae", "FLOC", "PERMAT", "PEREPI")) %>% 
  merge(., srs.dry.np.pond.modes.wide, by = "Size Class") %>% 
  select(`Size Class`, contains("NP"), contains("Pond"), everything()) %>% select(-c(Habitat)) %>% 
  rename(`NP < Pond` = ".") %>% 
  mutate(#`Pre > Post` = 1 - `Pre < Post`,
    Direction = case_when(
      `NP < Pond` >= 0.95 ~ "Decrease",
      `NP < Pond` < 0.05 ~ "Increase",
      `NP < Pond` > 0.05 | `NP < Pond` < 0.95 ~ "No Change"),
    `Percent Change` = ((Pond-NP)/NP)*100,
    `Size Class` = case_when(
      `Size Class` == "AMPHIPOD" ~ "Amphipoda",
      `Size Class` == "BELSPP" ~ "Belostoma spp.",
      `Size Class` == "BRAGRA" ~ "B. gravida",
      `Size Class` == "COPEPOD" ~ "Copepoda",
      `Size Class` == "CHIRON" ~ "Chironomidae",
      `Size Class` == "COENAG" ~ "Coenagrionidae",
      `Size Class` == "CELSPP" ~ "Celithimus spp.",
      `Size Class` == "ERYSIM" ~ "E. simplicicollis",
      `Size Class` == "LIBINC" ~ "L. incesta",
      `Size Class` == "PALPAL" ~ "P. paludosus",
      `Size Class` == "PELFEM" ~ "P. femoratus",
      `Size Class` == "PROFAL" ~ "P. fallax",
      `Size Class` == "PROALL" ~ "P. alleni",
      `Size Class` == "PROSPP" ~ "Procambarus spp.",
      TRUE ~ `Size Class`)) %>% 
  mutate(across(where(is.numeric), round, digits = 2)) %>% 
  select(Slough, Season, `Size Class`, NP, Pond, `NP < Pond`, `Percent Change`)
```

#### TSL Marsh-Near Pond Wet Season Comparisons
```{r}
tsl.wet.marsh.np.pairwise <- SEA.B.pairwise %>% as.data.frame() %>% 
  rownames_to_column(var = "Slough_Habitat_Season_SizeClass") %>% 
  separate(Slough_Habitat_Season_SizeClass, into = c("Slough", "Habitat", "Season_SizeClass"), sep = "_") %>%
  separate(Season_SizeClass, into = c("Season", "SizeClass"), sep = 3) %>% 
  mutate(SizeClass = gsub("^.", "", SizeClass)) %>% 
  mutate(Slough  = gsub("\\[[[0-9]+] ", "", Slough)) %>% 
  filter(Slough == "TSL", Habitat == "Marsh", Season == "Wet") %>% 
  #unite(Slough_Habitat_Season_SizeClass, c("Slough", "Habitat", "Season_SizeClass"), sep = "_") %>% 
  select(-c(Slough, Habitat, Season)) %>% 
  column_to_rownames(var = "SizeClass") %>% 
  t() %>% as.data.frame() %>% 
  rownames_to_column(var = "Slough_Habitat_Season_SizeClass") %>% 
  separate(Slough_Habitat_Season_SizeClass, into = c("Slough", "Habitat", "Season_SizeClass"), sep = "_") %>%
  separate(Season_SizeClass, into = c("Season", "SizeClass"), sep = 3) %>% 
  mutate(SizeClass = gsub("^.", "", SizeClass)) %>% 
  mutate(Slough  = gsub("\\[[[0-9]+] ", "", Slough)) %>% 
  filter(Slough == "TSL", Habitat == "NP", Season == "Wet") %>% 
  filter(SizeClass %in% colnames(.)) %>% 
  select(Slough, Habitat, Season, SizeClass, matches(.$SizeClass)) %>% 
  unite(Slough_Habitat_Season_SizeClass, c("Slough", "Habitat", "Season", "SizeClass"), sep = "_") %>% 
  column_to_rownames(var = "Slough_Habitat_Season_SizeClass")

#format modes to bind with pairwise probs
tsl.wet.marsh.np.modes.wide <- SEA.B.modes.matrix.t %>% as.data.frame() %>% 
  rownames_to_column(var = "Slough_Habitat_Season_SizeClass") %>% 
  separate(Slough_Habitat_Season_SizeClass, into = c("Slough", "Habitat", "Season_SizeClass"), sep = "_") %>%
  separate(Season_SizeClass, into = c("Season", "Size Class"), sep = 3) %>% 
  mutate(`Size Class` = gsub("^.", "", `Size Class`)) %>% 
  mutate(Slough  = gsub("\\[[[0-9]+] ", "", Slough)) %>% 
  filter(Slough == "TSL", Habitat %in%  c("Marsh", "NP"), Season == "Wet") %>% 
  pivot_wider(id_cols = `Size Class`, names_from = Habitat, values_from = mode) %>% 
  filter(!is.na(Marsh), !is.na(NP))

tsl.wet.marsh.np.direct.pairwise <- tsl.wet.marsh.np.pairwise %>% as.matrix() %>% 
  diag() %>% as.data.frame() %>% 
  mutate(Slough_Habitat_Season_SizeClass = rownames(tsl.wet.marsh.np.pairwise)) %>% 
  separate(Slough_Habitat_Season_SizeClass, into = c("Slough", "Habitat", "Season", "Size Class"), sep = "_") %>% 
  filter(!`Size Class` %in% c("Green Algae", "FLOC", "PERMAT", "PEREPI")) %>% 
  merge(., tsl.wet.marsh.np.modes.wide, by = "Size Class") %>% 
  select(`Size Class`, contains("Marsh"), contains("NP"), everything()) %>% select(-c(Habitat)) %>% 
  rename(`Marsh < NP` = ".") %>% 
  mutate(#`Pre > Post` = 1 - `Pre < Post`,
    Direction = case_when(
      `Marsh < NP` >= 0.95 ~ "Decrease",
      `Marsh < NP` < 0.05 ~ "Increase",
      `Marsh < NP` > 0.05 | `Marsh < NP` < 0.95 ~ "No Change"),
    `Percent Change` = ((NP-Marsh)/Marsh)*100,
    `Size Class` = case_when(
      `Size Class` == "AMPHIPOD" ~ "Amphipoda",
      `Size Class` == "BELSPP" ~ "Belostoma spp.",
      `Size Class` == "BLUE MITE" ~ "Hydrachnidia",
      `Size Class` == "BRAGRA" ~ "B. gravida",
      `Size Class` == "COLEOA" ~ "Coleoptera",
      `Size Class` == "COPEPOD" ~ "Copepoda",
      `Size Class` == "CHIRON" ~ "Chironomidae",
      `Size Class` == "COENAG" ~ "Coenagrionidae",
      `Size Class` == "CELSPP" ~ "Celithimus spp.",
      `Size Class` == "ERYSIM" ~ "E. simplicicollis",
      `Size Class` == "GERRID" ~ "Gerridae",
      `Size Class` == "PALPAL" ~ "P. paludosus",
      `Size Class` == "PELFEM" ~ "P. femoratus",
      `Size Class` == "PLASCA" ~ "Planorbella spp.",
      `Size Class` == "PROFAL" ~ "P. fallax",
      `Size Class` == "PROALL" ~ "P. alleni",
      `Size Class` == "PROSPP" ~ "Procambarus spp.",
      TRUE ~ `Size Class`)) %>% 
  mutate(across(where(is.numeric), round, digits = 2)) %>% 
  select(Slough, Season, `Size Class`, Marsh, NP, `Marsh < NP`, `Percent Change`)
```

#### TSL Marsh-Pond Wet Season Comparisons
```{r}
tsl.wet.marsh.pond.pairwise <- SEA.B.pairwise %>% as.data.frame() %>% 
  rownames_to_column(var = "Slough_Habitat_Season_SizeClass") %>% 
  separate(Slough_Habitat_Season_SizeClass, into = c("Slough", "Habitat", "Season_SizeClass"), sep = "_") %>%
  separate(Season_SizeClass, into = c("Season", "SizeClass"), sep = 3) %>% 
  mutate(SizeClass = gsub("^.", "", SizeClass)) %>% 
  mutate(Slough  = gsub("\\[[[0-9]+] ", "", Slough)) %>% 
  filter(Slough == "TSL", Habitat == "Marsh", Season == "Wet") %>% 
  #unite(Slough_Habitat_Season_SizeClass, c("Slough", "Habitat", "Season_SizeClass"), sep = "_") %>% 
  select(-c(Slough, Habitat, Season)) %>% 
  column_to_rownames(var = "SizeClass") %>% 
  t() %>% as.data.frame() %>% 
  rownames_to_column(var = "Slough_Habitat_Season_SizeClass") %>% 
  separate(Slough_Habitat_Season_SizeClass, into = c("Slough", "Habitat", "Season_SizeClass"), sep = "_") %>%
  separate(Season_SizeClass, into = c("Season", "SizeClass"), sep = 3) %>% 
  mutate(SizeClass = gsub("^.", "", SizeClass)) %>% 
  mutate(Slough  = gsub("\\[[[0-9]+] ", "", Slough)) %>% 
  filter(Slough == "TSL", Habitat == "Pond", Season == "Wet") %>% 
  filter(SizeClass %in% colnames(.)) %>% 
  select(Slough, Habitat, Season, SizeClass, matches(.$SizeClass)) %>% 
  unite(Slough_Habitat_Season_SizeClass, c("Slough", "Habitat", "Season", "SizeClass"), sep = "_") %>% 
  column_to_rownames(var = "Slough_Habitat_Season_SizeClass")

#format modes to bind with pairwise probs
tsl.wet.marsh.pond.modes.wide <- SEA.B.modes.matrix.t %>% as.data.frame() %>% 
  rownames_to_column(var = "Slough_Habitat_Season_SizeClass") %>% 
  separate(Slough_Habitat_Season_SizeClass, into = c("Slough", "Habitat", "Season_SizeClass"), sep = "_") %>%
  separate(Season_SizeClass, into = c("Season", "Size Class"), sep = 3) %>% 
  mutate(`Size Class` = gsub("^.", "", `Size Class`)) %>% 
  mutate(Slough  = gsub("\\[[[0-9]+] ", "", Slough)) %>% 
  filter(Slough == "TSL", Habitat %in%  c("Marsh", "Pond"), Season == "Wet") %>% 
  pivot_wider(id_cols = `Size Class`, names_from = Habitat, values_from = mode) %>% 
  filter(!is.na(Marsh), !is.na(Pond))

tsl.wet.marsh.pond.direct.pairwise <- tsl.wet.marsh.pond.pairwise %>% as.matrix() %>% 
  diag() %>% as.data.frame() %>% 
  mutate(Slough_Habitat_Season_SizeClass = rownames(tsl.wet.marsh.pond.pairwise)) %>% 
  separate(Slough_Habitat_Season_SizeClass, into = c("Slough", "Habitat", "Season", "Size Class"), sep = "_") %>% 
  filter(!`Size Class` %in% c("Green Algae", "FLOC", "PERMAT", "PEREPI")) %>% 
  merge(., tsl.wet.marsh.pond.modes.wide, by = "Size Class") %>% 
  select(`Size Class`, contains("Marsh"), contains("Pond"), everything()) %>% select(-c(Habitat)) %>% 
  rename(`Marsh < Pond` = ".") %>% 
  mutate(#`Pre > Post` = 1 - `Pre < Post`,
    Direction = case_when(
      `Marsh < Pond` >= 0.95 ~ "Decrease",
      `Marsh < Pond` < 0.05 ~ "Increase",
      `Marsh < Pond` > 0.05 | `Marsh < Pond` < 0.95 ~ "No Change"),
    `Percent Change` = ((Pond-Marsh)/Marsh)*100,
    `Size Class` = case_when(
      `Size Class` == "AMPHIPOD" ~ "Amphipoda",
      `Size Class` == "BELSPP" ~ "Belostoma spp.",
      `Size Class` == "BRAGRA" ~ "B. gravida",
      `Size Class` == "COPEPOD" ~ "Copepoda",
      `Size Class` == "CHIRON" ~ "Chironomidae",
      `Size Class` == "COENAG" ~ "Coenagrionidae",
      `Size Class` == "CELSPP" ~ "Celithimus spp.",
      `Size Class` == "ERYSIM" ~ "E. simplicicollis",
      `Size Class` == "LIBINC" ~ "L. incesta",
      `Size Class` == "PALPAL" ~ "P. paludosus",
      `Size Class` == "PELFEM" ~ "P. femoratus",
      `Size Class` == "PROFAL" ~ "P. fallax",
      `Size Class` == "PROALL" ~ "P. alleni",
      `Size Class` == "PROSPP" ~ "Procambarus spp.",
      TRUE ~ `Size Class`)) %>% 
  mutate(across(where(is.numeric), round, digits = 2)) %>% 
  select(Slough, Season, `Size Class`, Marsh, Pond, `Marsh < Pond`, `Percent Change`)
```

#### TSL NP-Pond Wet Season Comparisons
```{r}
tsl.wet.np.pond.pairwise <- SEA.B.pairwise %>% as.data.frame() %>% 
  rownames_to_column(var = "Slough_Habitat_Season_SizeClass") %>% 
  separate(Slough_Habitat_Season_SizeClass, into = c("Slough", "Habitat", "Season_SizeClass"), sep = "_") %>%
  separate(Season_SizeClass, into = c("Season", "SizeClass"), sep = 3) %>% 
  mutate(SizeClass = gsub("^.", "", SizeClass)) %>% 
  mutate(Slough  = gsub("\\[[[0-9]+] ", "", Slough)) %>% 
  filter(Slough == "TSL", Habitat == "NP", Season == "Wet") %>% 
  #unite(Slough_Habitat_Season_SizeClass, c("Slough", "Habitat", "Season_SizeClass"), sep = "_") %>% 
  select(-c(Slough, Habitat, Season)) %>% 
  column_to_rownames(var = "SizeClass") %>% 
  t() %>% as.data.frame() %>% 
  rownames_to_column(var = "Slough_Habitat_Season_SizeClass") %>% 
  separate(Slough_Habitat_Season_SizeClass, into = c("Slough", "Habitat", "Season_SizeClass"), sep = "_") %>%
  separate(Season_SizeClass, into = c("Season", "SizeClass"), sep = 3) %>% 
  mutate(SizeClass = gsub("^.", "", SizeClass)) %>% 
  mutate(Slough  = gsub("\\[[[0-9]+] ", "", Slough)) %>% 
  filter(Slough == "TSL", Habitat == "Pond", Season == "Wet") %>% 
  filter(SizeClass %in% colnames(.)) %>% 
  select(Slough, Habitat, Season, SizeClass, matches(.$SizeClass)) %>% 
  unite(Slough_Habitat_Season_SizeClass, c("Slough", "Habitat", "Season", "SizeClass"), sep = "_") %>% 
  column_to_rownames(var = "Slough_Habitat_Season_SizeClass")

#format modes to bind with pairwise probs
tsl.wet.np.pond.modes.wide <- SEA.B.modes.matrix.t %>% as.data.frame() %>% 
  rownames_to_column(var = "Slough_Habitat_Season_SizeClass") %>% 
  separate(Slough_Habitat_Season_SizeClass, into = c("Slough", "Habitat", "Season_SizeClass"), sep = "_") %>%
  separate(Season_SizeClass, into = c("Season", "Size Class"), sep = 3) %>% 
  mutate(`Size Class` = gsub("^.", "", `Size Class`)) %>% 
  mutate(Slough  = gsub("\\[[[0-9]+] ", "", Slough)) %>% 
  filter(Slough == "TSL", Habitat %in%  c("NP", "Pond"), Season == "Wet") %>% 
  pivot_wider(id_cols = `Size Class`, names_from = Habitat, values_from = mode) %>% 
  filter(!is.na(NP), !is.na(Pond))

tsl.wet.np.pond.direct.pairwise <- tsl.wet.np.pond.pairwise %>% as.matrix() %>% 
  diag() %>% as.data.frame() %>% 
  mutate(Slough_Habitat_Season_SizeClass = rownames(tsl.wet.np.pond.pairwise)) %>% 
  separate(Slough_Habitat_Season_SizeClass, into = c("Slough", "Habitat", "Season", "Size Class"), sep = "_") %>% 
  filter(!`Size Class` %in% c("Green Algae", "FLOC", "PERMAT", "PEREPI")) %>% 
  merge(., tsl.wet.np.pond.modes.wide, by = "Size Class") %>% 
  select(`Size Class`, contains("NP"), contains("Pond"), everything()) %>% select(-c(Habitat)) %>% 
  rename(`NP < Pond` = ".") %>% 
  mutate(#`Pre > Post` = 1 - `Pre < Post`,
    Direction = case_when(
      `NP < Pond` >= 0.95 ~ "Decrease",
      `NP < Pond` < 0.05 ~ "Increase",
      `NP < Pond` > 0.05 | `NP < Pond` < 0.95 ~ "No Change"),
    `Percent Change` = ((Pond-NP)/NP)*100,
    `Size Class` = case_when(
      `Size Class` == "AMPHIPOD" ~ "Amphipoda",
      `Size Class` == "BELSPP" ~ "Belostoma spp.",
      `Size Class` == "BRAGRA" ~ "B. gravida",
      `Size Class` == "COPEPOD" ~ "Copepoda",
      `Size Class` == "CHIRON" ~ "Chironomidae",
      `Size Class` == "COENAG" ~ "Coenagrionidae",
      `Size Class` == "CELSPP" ~ "Celithimus spp.",
      `Size Class` == "ERYSIM" ~ "E. simplicicollis",
      `Size Class` == "LIBINC" ~ "L. incesta",
      `Size Class` == "PALPAL" ~ "P. paludosus",
      `Size Class` == "PELFEM" ~ "P. femoratus",
      `Size Class` == "PROFAL" ~ "P. fallax",
      `Size Class` == "PROALL" ~ "P. alleni",
      `Size Class` == "PROSPP" ~ "Procambarus spp.",
      TRUE ~ `Size Class`)) %>% 
  mutate(across(where(is.numeric), round, digits = 2)) %>% 
  select(Slough, Season, `Size Class`, NP, Pond, `NP < Pond`, `Percent Change`)
```

#### TSL Marsh-Near Pond Dry Season Comparisons
No dry-season TSL near-pond data

#### TSL Marsh-Pond Dry Season Comparisons
```{r}
tsl.dry.marsh.pond.pairwise <- SEA.B.pairwise %>% as.data.frame() %>% 
  rownames_to_column(var = "Slough_Habitat_Season_SizeClass") %>% 
  separate(Slough_Habitat_Season_SizeClass, into = c("Slough", "Habitat", "Season_SizeClass"), sep = "_") %>%
  separate(Season_SizeClass, into = c("Season", "SizeClass"), sep = 3) %>% 
  mutate(SizeClass = gsub("^.", "", SizeClass)) %>% 
  mutate(Slough  = gsub("\\[[[0-9]+] ", "", Slough)) %>% 
  filter(Slough == "TSL", Habitat == "Marsh", Season == "Dry") %>% 
  #unite(Slough_Habitat_Season_SizeClass, c("Slough", "Habitat", "Season_SizeClass"), sep = "_") %>% 
  select(-c(Slough, Habitat, Season)) %>% 
  column_to_rownames(var = "SizeClass") %>% 
  t() %>% as.data.frame() %>% 
  rownames_to_column(var = "Slough_Habitat_Season_SizeClass") %>% 
  separate(Slough_Habitat_Season_SizeClass, into = c("Slough", "Habitat", "Season_SizeClass"), sep = "_") %>%
  separate(Season_SizeClass, into = c("Season", "SizeClass"), sep = 3) %>% 
  mutate(SizeClass = gsub("^.", "", SizeClass)) %>% 
  mutate(Slough  = gsub("\\[[[0-9]+] ", "", Slough)) %>% 
  filter(Slough == "TSL", Habitat == "Pond", Season == "Dry") %>% 
  filter(SizeClass %in% colnames(.)) %>% 
  select(Slough, Habitat, Season, SizeClass, matches(.$SizeClass)) %>% 
  unite(Slough_Habitat_Season_SizeClass, c("Slough", "Habitat", "Season", "SizeClass"), sep = "_") %>% 
  column_to_rownames(var = "Slough_Habitat_Season_SizeClass")

#format modes to bind with pairwise probs
tsl.dry.marsh.pond.modes.wide <- SEA.B.modes.matrix.t %>% as.data.frame() %>% 
  rownames_to_column(var = "Slough_Habitat_Season_SizeClass") %>% 
  separate(Slough_Habitat_Season_SizeClass, into = c("Slough", "Habitat", "Season_SizeClass"), sep = "_") %>%
  separate(Season_SizeClass, into = c("Season", "Size Class"), sep = 3) %>% 
  mutate(`Size Class` = gsub("^.", "", `Size Class`)) %>% 
  mutate(Slough  = gsub("\\[[[0-9]+] ", "", Slough)) %>% 
  filter(Slough == "TSL", Habitat %in%  c("Marsh", "Pond"), Season == "Dry") %>% 
  pivot_wider(id_cols = `Size Class`, names_from = Habitat, values_from = mode) %>% 
  filter(!is.na(Marsh), !is.na(Pond))

tsl.dry.marsh.pond.direct.pairwise <- tsl.dry.marsh.pond.pairwise %>% as.matrix() %>% 
  diag() %>% as.data.frame() %>% 
  mutate(Slough_Habitat_Season_SizeClass = rownames(tsl.dry.marsh.pond.pairwise)) %>% 
  separate(Slough_Habitat_Season_SizeClass, into = c("Slough", "Habitat", "Season", "Size Class"), sep = "_") %>% 
  filter(!`Size Class` %in% c("Green Algae", "FLOC", "PERMAT", "PEREPI")) %>% 
  merge(., tsl.dry.marsh.pond.modes.wide, by = "Size Class") %>% 
  select(`Size Class`, contains("Marsh"), contains("Pond"), everything()) %>% select(-c(Habitat)) %>% 
  rename(`Marsh < Pond` = ".") %>% 
  mutate(#`Pre > Post` = 1 - `Pre < Post`,
    Direction = case_when(
      `Marsh < Pond` >= 0.95 ~ "Decrease",
      `Marsh < Pond` < 0.05 ~ "Increase",
      `Marsh < Pond` > 0.05 | `Marsh < Pond` < 0.95 ~ "No Change"),
    `Percent Change` = ((Pond-Marsh)/Marsh)*100,
    `Size Class` = case_when(
      `Size Class` == "AMPHIPOD" ~ "Amphipoda",
      `Size Class` == "BELSPP" ~ "Belostoma spp.",
      `Size Class` == "BRAGRA" ~ "B. gravida",
      `Size Class` == "COPEPOD" ~ "Copepoda",
      `Size Class` == "CHIRON" ~ "Chironomidae",
      `Size Class` == "COENAG" ~ "Coenagrionidae",
      `Size Class` == "CELSPP" ~ "Celithimus spp.",
      `Size Class` == "ERYSIM" ~ "E. simplicicollis",
      `Size Class` == "LIBINC" ~ "L. incesta",
      `Size Class` == "PALPAL" ~ "P. paludosus",
      `Size Class` == "PELFEM" ~ "P. femoratus",
      `Size Class` == "PLASCA" ~ "Planorbella spp.",
      `Size Class` == "PROFAL" ~ "P. fallax",
      `Size Class` == "PROALL" ~ "P. alleni",
      `Size Class` == "PROSPP" ~ "Procambarus spp.",
      TRUE ~ `Size Class`)) %>% 
  mutate(across(where(is.numeric), round, digits = 2)) %>% 
  select(Slough, Season, `Size Class`, Marsh, Pond, `Marsh < Pond`, `Percent Change`)

```

#### TSL Near Pond-Pond Dry Season Comparisons
No dry-season TSL near-pond data

#### Combine Habitat Comparisons
```{r}
#Marsh-NP
marsh.np.comparisons <- bind_rows(srs.wet.marsh.np.direct.pairwise, srs.dry.marsh.np.direct.pairwise, 
                                  tsl.wet.marsh.np.direct.pairwise)

#proportion of statistical changes in marsh-np comparisons
sum(marsh.np.comparisons$`Marsh < NP`>=0.95 | marsh.np.comparisons$`Marsh < NP`<=0.05)/nrow(marsh.np.comparisons) 

#mean and sd % change
marsh.np.comparisons %>% 
  filter(`Marsh < NP` >= 0.95 | `Marsh < NP` <= 0.05) %>% 
  mutate(`Percent Change` = abs(`Percent Change`)) %>% 
  summarize_at(.vars = "Percent Change", list(mean = mean,sd = sd))

#Marsh-Pond
marsh.pond.comparisons <- bind_rows(srs.wet.marsh.pond.direct.pairwise, srs.dry.marsh.pond.direct.pairwise, 
                                    tsl.wet.marsh.pond.direct.pairwise, tsl.dry.marsh.pond.direct.pairwise)

#proportion of statistical changes in marsh-pond comparisons
sum(marsh.pond.comparisons$`Marsh < Pond`>=0.95 | marsh.pond.comparisons$`Marsh < Pond`<=0.05)/nrow(marsh.pond.comparisons) 

#mean and sd % change
marsh.pond.comparisons %>% 
  filter(`Marsh < Pond` >= 0.95 | `Marsh < Pond` <= 0.05) %>% 
  mutate(`Percent Change` = abs(`Percent Change`)) %>% 
  summarize_at(.vars = "Percent Change", list(mean = mean, sd = sd))


#NP-Pond
np.pond.comparisons <- bind_rows(srs.wet.np.pond.direct.pairwise, srs.dry.np.pond.direct.pairwise, 
                                 tsl.wet.np.pond.direct.pairwise)

#proportion of statistical changes in marsh-np comparisons
sum(np.pond.comparisons$`NP < Pond`>=0.95 | np.pond.comparisons$`NP < Pond`<=0.05)/nrow(np.pond.comparisons) 

#mean and sd % change
np.pond.comparisons %>% 
  filter(`NP < Pond` >= 0.95 | `NP < Pond` <= 0.05) %>% 
  mutate(`Percent Change` = abs(`Percent Change`)) %>% 
  summarize_at(.vars = "Percent Change", list(mean = mean, sd = sd))

#combine into a list and export to Excel
habitat.comparisons <- list("Marsh-NP" = marsh.np.comparisons, "Marsh-Pond" = marsh.pond.comparisons, 
                            "NP-Pond" = np.pond.comparisons)

write.xlsx(habitat.comparisons, "habitat_comparisons.xlsx")
#proportion of all habitat comparisons that were statistically different
(
  sum(marsh.np.comparisons$`Marsh < NP`>=0.95 | marsh.np.comparisons$`Marsh < NP`<=0.05)+
    sum(marsh.pond.comparisons$`Marsh < Pond`>=0.95 | marsh.pond.comparisons$`Marsh < Pond`<=0.05)+
    sum(np.pond.comparisons$`NP < Pond`>=0.95 | np.pond.comparisons$`NP < Pond`<=0.05)
)/(
  nrow(marsh.np.comparisons)+nrow(marsh.pond.comparisons)+nrow(np.pond.comparisons)
)

#mean sd % change for all habitat comparisons
bind_rows(
  marsh.np.comparisons %>% rename(Comparison = `Marsh < NP`),
  marsh.pond.comparisons %>% rename(Comparison = `Marsh < Pond`),
  np.pond.comparisons %>% rename(Comparison = `NP < Pond`)) %>% 
  filter(Comparison >= 0.95 | Comparison <= 0.05) %>% 
  mutate(`Percent Change` = abs(`Percent Change`)) %>% 
  summarize_at(.vars = "Percent Change", list(mean = mean, sd = sd))
```

# Pre- vs Post-Invasion
## Load data
This file is output from 03_diets_from_stomach_contents.Rmd
```{r}
pre.post.invasion.stomachs <- read.csv("Outputs/Stomach Contents/Diet/Pre-vs-Post-Invasion/pre_post_nmds_consumers.csv") %>% 
  mutate(size_class = gsub("[//.]", "_", size_class))
```
## Format data for SIBER
```{r}
pre.post.siber.data <- pre.post.invasion.stomachs %>% 
  unite(community, c("Habitat", "Season", "Invasion_Status"), sep = "_") %>% 
  rename(group = size_class, iso1 = MDS1, iso2 = MDS2) %>% 
  select(iso1, iso2, group, community) %>% 
  group_by(group, community) %>% 
  filter(n()>2, sd(iso1)!=0, sd(iso2)!=0, !is.na(iso1), !is.na(iso2)) %>% 
  ungroup() %>% 
  as.data.frame() %>% 
  arrange(community, group)


#createSiberObject
pre.post.siber<-createSiberObject(pre.post.siber.data)

#write out samples sizes table
write.csv(pre.post.siber[["sample.sizes"]] %>% t(), 
          file = "Outputs/Stomach Contents/Diet/Pre-vs-Post-Invasion/siber_pre_post_stomachs_n_table.csv")
```

Visualize SIBER object
```{r}
# Create lists of plotting arguments to be passed onwards to each 
# of the three plotting functions.
community.hulls.args <- list(col = 1, lty = 1, lwd = 1)
group.ellipses.args  <- list(n = 100, p.interval = 0.95, lty = 1, lwd = 2)
group.hull.args      <- list(lty = 2, col = "grey20")

par(mfrow=c(1,1))
plotSiberObject(pre.post.siber,
                ax.pad = 2, 
                hulls = F, community.hulls.args, 
                ellipses = T, group.ellipses.args,
                group.hulls = T, group.hull.args,
                bty = "L",
                iso.order = c(1,2),
                xlab = expression(paste(delta^{13}, "C (\u2030)")),
                ylab = expression(paste(delta^{15}, "N (\u2030)"))
)

```
## Calculate TA, SEA, SEAc
```{r}
pre.post.ML <- groupMetricsML(pre.post.siber)
print(pre.post.ML)
write.csv(t(pre.post.ML), file = "Outputs/Stomach Contents/Diet/Pre-vs-Post-Invasion/pre_post_ML.csv")
```

## SIBER model
```{r}
#use the same model parameters
# fit the ellipses which uses an Inverse Wishart prior
# on the covariance matrix Sigma, and a vague normal prior on the 
# means. Fitting is via the JAGS method.
pre.post.ellipses.posterior <- siberMVN(pre.post.siber, parms, priors)

#calculate posterior estimates of ellipses for all groups
pre.post.SEA.B<-siberEllipses(pre.post.ellipses.posterior)
colnames(pre.post.SEA.B)<-names(pre.post.ellipses.posterior)
```

### Extract SIBER Output
```{r}
#calculate credibility intervals
cr.p<-c(0.5, 0.95, 0.99) #vector of desired quantiles

#call hdrcde_hdr using lapply()
pre.post.SEA.B.credibles<-lapply(
  as.data.frame(pre.post.SEA.B), 
  function(x,...){tmp<-hdrcde::hdr(x)$hdr},
  prob = cr.p)

#match up group names
names(pre.post.SEA.B.credibles)<-names(pre.post.ellipses.posterior)

#this carries through the row names from matrices in SEA.B.credibles
#they don't turn out all that clean though, so adding a column later with the same info
pre.post.y <- do.call(function(...) {
  tmp <- plyr::rbind.fill.matrix(...)
  rownames(tmp) <- sapply(pre.post.SEA.B.credibles, function(i) {
    rownames(i)
  })
  return(tmp)
}, pre.post.SEA.B.credibles)

pre.post.y

#object with cleaned-up row names
pre.post.interval<-rep(c("99%", "95%", "50%"), 196)

#replicated each name three times in sequence to match up with new data frame
pre.post.seab.names<-data.frame(rep(names(pre.post.SEA.B.credibles), each = 3))
colnames(pre.post.seab.names)<-"names"

#seab.names<-separate(seab.names, col = names, into = c('hab.season', 'spp'), extra = "merge")

#combine names with new data frame
pre.post.seab.cred.matrix<-data.frame(pre.post.seab.names, pre.post.interval, pre.post.y)
colnames(pre.post.seab.cred.matrix)<-c(colnames(pre.post.seab.names), "interval", "lower", "upper")

#write out to a csv
write.csv(pre.post.seab.cred.matrix, 
          file = "Outputs/Stomach Contents/Trophic Niche/Pre-vs-Post-Invasion/pre_post_SEAB_credibles.csv", 
          row.names = F)

# do similar to get the modes, taking care to pick up multimodal posterior
# distributions if present
pre.post.SEA.B.modes<-lapply(
  as.data.frame(pre.post.SEA.B), 
  function(x,...){tmp<-hdrcde::hdr(x)$mode},
  prob = cr.p, all.modes=T)

#need to do the same as for the credible intervals to get the colnames to be
#the names not the numbers
write.csv(pre.post.SEA.B.modes, file = "Outputs/Stomach Contents/Trophic Niche/Pre-vs-Post-Invasion/pre_post_SEAB_modes.csv")

#read back in
pre.post.SEA.B.modes.matrix<-read.csv(file = "Outputs/Stomach Contents/Trophic Niche/Pre-vs-Post-Invasion/pre_post_SEAB_modes.csv", header = T, row.names = 1)

#change colnames
colnames(pre.post.SEA.B.modes.matrix)<-names(pre.post.ellipses.posterior)
#transpose this matrix
pre.post.SEA.B.modes.matrix.t<-t(pre.post.SEA.B.modes.matrix) %>% as.data.frame()
#change the name of what is now a single column to mode
colnames(pre.post.SEA.B.modes.matrix.t)<-"Mode"
#write out the final csv over the previous mode csv
write.csv(pre.post.SEA.B.modes.matrix.t, 
          file = "Outputs/Stomach Contents/Trophic Niche/Pre-vs-Post-Invasion/pre_post_SEAB_modes.csv")
```

### Test Convergence
```{r}
#test convergence for all ellipses
pre.post.all.files <- dir(parms$save.dir, full.names = T)

#find which onces are jags model files
pre.post.model.files <- pre.post.all.files[grep("jags_output", pre.post.all.files)]

#test convergence 
do.this <- 1 #this number indicates which file, in order, is being looked at
load(pre.post.model.files[do.this])

gelman.diag(output, multivariate = F)
gelman.plot(output, auto.layout = F)

```

### Pre- vs Post-Invasion Pairwise Comparisons
```{r}
#turn the output into a list
pre.post.SEA.B.list <- as.list(as.data.frame(pre.post.SEA.B))

#use the pairwiseComparisons function from tRophicPosition package
pre.post.pairwise <- pairwiseComparisons(pre.post.SEA.B.list, print = F)
colnames(pre.post.pairwise) <- rownames(pre.post.pairwise)
#reformat data to have only pre-invasion and post-invasion comparstomachsns
pre.post.direct.pairwise <- pre.post.pairwise %>% as.data.frame() %>% 
  rownames_to_column(var = "Invasion_Status_Spp") %>% 
  filter(grepl("Pre", Invasion_Status_Spp)) %>% 
  separate(Invasion_Status_Spp, into = c("Invasion_Status", "Species"), sep = "[//.]") %>% 
  mutate(Invasion_Status  = gsub("\\[[[0-9]+] ", "", Invasion_Status)) %>% 
  separate(Invasion_Status, into = c("Habitat", "Season", "Invasion_Status")) %>% 
  arrange(Species) %>% 
  unite("Habitat_Season_Spp", c(Habitat, Season, Species), sep = "_") %>% 
  column_to_rownames(var = "Habitat_Season_Spp") %>% 
  select(-c(Invasion_Status)) %>% 
  t() %>% as.data.frame() %>% #Pre-Invasion is now the columns
  rownames_to_column(var = "Invasion_Status_Spp") %>% 
  filter(grepl("Post", Invasion_Status_Spp)) %>% 
  separate(Invasion_Status_Spp, into = c("Invasion_Status", "Species"), sep = "[//.]") %>% 
  arrange(Species) %>% 
  mutate(Invasion_Status  = gsub("\\[[[0-9]+] ", "", Invasion_Status)) %>% 
  separate(Invasion_Status, into = c("Habitat", "Season", "Invasion_Status")) %>% 
  unite("Habitat_Season_Spp", c(Habitat, Season, Species), sep = "_") %>% 
  filter(Habitat_Season_Spp %in% colnames(.)) %>% 
  column_to_rownames(var = "Habitat_Season_Spp") %>% 
  t() %>% as.data.frame() %>%  #Now Post-Invasion is the columns
  rownames_to_column(var = "Habitat_Season_Spp") %>% 
  filter(Habitat_Season_Spp %in% colnames(.)) %>% 
  column_to_rownames(var = "Habitat_Season_Spp")
#At the end Post-Invasion is the columns and Pre-Invasion is the rows
#The diagonal has Pre vs Post-Invasion comparisons within a habitat-season for a given size class
  
  
#format modes to bind with pairwise probs
pre.post.modes.wide <- pre.post.SEA.B.modes.matrix.t %>% 
  rownames_to_column(var = "Invasion_Status_Spp") %>% 
  separate(Invasion_Status_Spp, into = c("Invasion_Status", "Species"), sep = "[//.]") %>% 
  pivot_wider(id_cols = Species, names_from = Invasion_Status, values_from = Mode) 

pre.post.direct.spp.pairwise <- pre.post.direct.pairwise %>% as.matrix() %>% 
  diag() %>% as.data.frame() %>% 
  mutate(Species = rownames(pre.post.direct.pairwise)) %>% 
  separate(Species, into = c("Habitat", "Season", "Genus", "Species"), sep = "_") %>% 
  unite("Species", c(Genus, Species), sep = "_") %>% 
  merge(., pre.post.modes.wide, by = "Species") %>% 
  select(Species, contains("Invasion"), everything()) %>% select(-c(Habitat, Season)) %>% 
  rename(`Pre < Post` = ".") %>% 
  distinct(Species, .keep_all = T) %>% 
  separate(Species, into = c("Species", "Size Class"), sep = "(?<=[A-Za-z])(?=[0-9])") %>% 
  pivot_longer(cols = contains("Invasion"), names_to = "Habitat_Season_Invasion", values_to = "Mode") %>% 
  separate(Habitat_Season_Invasion, into = c("Habitat", "Season", "Invasion_Status")) %>% 
  pivot_wider(names_from = "Invasion_Status", values_from = "Mode") %>% 
  mutate(#`Pre > Post` = 1 - `Pre < Post`,
    Direction = case_when(
      `Pre < Post` >= 0.95 ~ "Increase",
      `Pre < Post` < 0.05 ~ "Decrease",
      `Pre < Post` > 0.05 | `Pre < Post` < 0.95 ~ "No Change"),
    `Percent Change` = ((Post-Pre)/Pre)*100,
    Species = case_when(
      Species == "A_nat" ~ "A. natalis",
      Species == "C_uro" ~ "M. urophthalmus",
      Species == "E_eve" ~ "E. evergladei",
      Species == "E_glo" ~ "E. gloriosus",
      Species == "F_chr" ~ "F. chrysotus",
      Species == "G_hol" ~ "G. holbrooki",
      Species == "H_for" ~ "H. formosa",
      Species == "J_flo" ~ "J. floridae",
      Species == "L_goo" ~ "L. goodei",
      Species == "L_gul" ~ "L. gulosus",
      Species == "L_mac" ~ "L. macrochirus",
      Species == "L_mar" ~ "L. marginatus",
      Species == "L_mic" ~ "L. microlophus",
      Species == "L_pun" ~ "L. punctatus",
      Species == "L_pla" ~ "L. platyrhincus",
      Species == "M_sal" ~ "M. salmoides",
      Species == "P_lat" ~ "P. latipinna",
      Species == "T_mar" ~ "P. mariae")) %>% 
  filter(!is.na(`Percent Change`)) %>% 
  mutate(across(where(is.numeric), round, digits = 2)) %>% 
  arrange(Season, Habitat, Species) %>% 
  rename("Pre-Invasion" = Pre, "Post-Invasion" = Post) %>% 
  select(Season, Habitat, Species, `Size Class`, `Pre < Post`, `Pre-Invasion`, `Post-Invasion`, 
         Direction, `Percent Change`)

#write this out to excel
write.csv(pre.post.direct.spp.pairwise, 
          file = "Outputs/Stomach Contents/Trophic Niche/Pre-vs-Post-Invasion/pre_post_SEAB_prob_diff.csv",
          row.names = F)

#proportion of statistical changes in pre-post comparstomachsns
sum(pre.post.direct.spp.pairwise$`Pre < Post`>=0.95 | pre.post.direct.spp.pairwise$`Pre < Post`<=0.05)/nrow(pre.post.direct.spp.pairwise) 

#proportion of changes in the dry season
nrow(
  filter(pre.post.direct.spp.pairwise, 
         `Pre < Post` >= 0.95 | `Pre < Post` <= 0.05, Season == "Dry"))/
  nrow(
    filter(pre.post.direct.spp.pairwise, Season == "Dry")
  )

#dry season ponds
nrow(
  filter(pre.post.direct.spp.pairwise, 
         `Pre < Post` >= 0.95 | `Pre < Post` <= 0.05, Season == "Dry", Habitat == "Pond"))/
  nrow(
    filter(pre.post.direct.spp.pairwise, Season == "Dry", Habitat == "Pond")
  )

#dry season marsh
nrow(
  filter(pre.post.direct.spp.pairwise, 
         `Pre < Post` >= 0.95 | `Pre < Post` <= 0.05, Season == "Dry", Habitat == "Marsh"))/
  nrow(
    filter(pre.post.direct.spp.pairwise, Season == "Dry", Habitat == "Marsh")
  )

#proportion of changes in the Wet season
nrow(
  filter(pre.post.direct.spp.pairwise, 
         `Pre < Post` >= 0.95 | `Pre < Post` <= 0.05, Season == "Wet"))/
  nrow(
    filter(pre.post.direct.spp.pairwise, Season == "Wet")
  )

#Wet season ponds
nrow(
  filter(pre.post.direct.spp.pairwise, 
         `Pre < Post` >= 0.95 | `Pre < Post` <= 0.05, Season == "Wet", Habitat == "Pond"))/
  nrow(
    filter(pre.post.direct.spp.pairwise, Season == "Wet", Habitat == "Pond")
  )

#Wet season marsh
nrow(
  filter(pre.post.direct.spp.pairwise, 
         `Pre < Post` >= 0.95 | `Pre < Post` <= 0.05, Season == "Wet", Habitat == "Marsh"))/
  nrow(
    filter(pre.post.direct.spp.pairwise, Season == "Wet", Habitat == "Marsh")
  )
```

### Pre-Invasion Habitat and Season Comparisons
#### Pre-Invasion Marsh vs Pond Wet Season Comparisons
```{r}
#reformat data to have only pre-invasion wet-season pond-marsh comparisons
#diagonal will be comparisons within a size class
pre.marsh.pond.wet.direct.pairwise <- pre.post.pairwise %>% as.data.frame() %>% 
  rownames_to_column(var = "Invasion_Status_Spp") %>% 
  filter(grepl("Pre", Invasion_Status_Spp)) %>% 
  separate(Invasion_Status_Spp, into = c("Invasion_Status", "Species"), sep = "[//.]") %>% 
  mutate(Invasion_Status  = gsub("\\[[[0-9]+] ", "", Invasion_Status)) %>% 
  separate(Invasion_Status, into = c("Habitat", "Season", "Invasion_Status")) %>% 
  filter(Habitat == "Marsh", Season == "Wet") %>% 
  arrange(Species) %>% 
  select(-c(Habitat)) %>% 
  unite("Invasion_Season_Spp", c(Invasion_Status, Season, Species), sep = "_") %>% 
  column_to_rownames(var = "Invasion_Season_Spp") %>% 
  t() %>% as.data.frame() %>% 
  rownames_to_column(var = "Invasion_Status_Spp") %>% 
  filter(grepl("Pre", Invasion_Status_Spp)) %>% 
  separate(Invasion_Status_Spp, into = c("Invasion_Status", "Species"), sep = "[//.]") %>% 
  arrange(Species) %>% 
  mutate(Invasion_Status  = gsub("\\[[[0-9]+] ", "", Invasion_Status)) %>% 
  separate(Invasion_Status, into = c("Habitat", "Season", "Invasion_Status")) %>% 
  filter(Habitat == "Pond", Season == "Wet") %>% 
  select(-c(Habitat)) %>% 
  unite("Invasion_Season_Spp", c(Invasion_Status, Season, Species), sep = "_") %>% 
  filter(Invasion_Season_Spp %in% colnames(.)) %>% 
  column_to_rownames(var = "Invasion_Season_Spp") %>% 
  t() %>% as.data.frame() %>%  
  rownames_to_column(var = "Invasion_Season_Spp") %>% 
  filter(Invasion_Season_Spp %in% colnames(.)) %>% 
  mutate(Habitat = "Pond") %>% 
  unite("Habitat_Invasion_Season_Spp", c(Habitat, Invasion_Season_Spp)) %>% 
  column_to_rownames(var = "Habitat_Invasion_Season_Spp") %>% 
  t() %>% as.data.frame() %>% 
  mutate(Habitat = "Marsh") %>% 
  rownames_to_column(var = "Invasion_Season_Spp") %>% 
  unite("Habitat_Invasion_Season_Spp", c(Habitat, Invasion_Season_Spp)) %>% 
  column_to_rownames(var = "Habitat_Invasion_Season_Spp")

#isolate comparisons within a spp size class
#reformat data
#calculate % change
pre.marsh.pond.wet.direct.spp.pairwise <- pre.marsh.pond.wet.direct.pairwise %>% as.matrix() %>% 
  diag() %>% as.data.frame() %>% 
  mutate(Species = rownames(pre.marsh.pond.wet.direct.pairwise)) %>% 
  separate(Species, into = c("Habitat", "Invasion_Status", "Season", "Genus", "Species"), sep = "_") %>% 
  unite("Species", c(Genus, Species), sep = "_") %>% 
  merge(., pre.post.modes.wide, by = "Species") %>% 
  select(Species, ".", `Marsh_Wet_Pre-Invasion`, `Pond_Wet_Pre-Invasion`) %>% 
  rename(`Marsh < Pond` = ".") %>% 
  distinct(Species, .keep_all = T) %>% 
  separate(Species, into = c("Species", "Size Class"), sep = "(?<=[A-Za-z])(?=[0-9])") %>% 
  pivot_longer(cols = contains("Invasion"), names_to = "Habitat_Season_Invasion", values_to = "Mode") %>% 
  separate(Habitat_Season_Invasion, into = c("Habitat", "Season", "Invasion_Status")) %>% 
  pivot_wider(names_from = "Habitat", values_from = "Mode") %>% 
  mutate(#`Pre > Post` = 1 - `Pre < Post`,
    Direction = case_when(
      `Marsh < Pond` >= 0.95 ~ "Increase",
      `Marsh < Pond` < 0.05 ~ "Decrease",
      `Marsh < Pond` > 0.05 | `Marsh < Pond` < 0.95 ~ "No Change"),
    `Percent Change` = ((Pond-Marsh)/Marsh)*100,
    Species = case_when(
      Species == "A_nat" ~ "A. natalis",
      #Species == "C_uro" ~ "M. urophthalmus",
      Species == "E_eve" ~ "E. evergladei",
      #Species == "E_glo" ~ "E. gloriosus",
      Species == "F_chr" ~ "F. chrysotus",
      Species == "F_con" ~ "F. confluentus",
      Species == "G_hol" ~ "G. holbrooki",
      Species == "H_for" ~ "H. formosa",
      Species == "J_flo" ~ "J. floridae",
      Species == "L_goo" ~ "L. goodei",
      Species == "L_gul" ~ "L. gulosus",
      #Species == "L_mac" ~ "L. macrochirus",
      Species == "L_mar" ~ "L. marginatus",
      #Species == "L_mic" ~ "L. microlophus",
      Species == "L_pun" ~ "L. punctatus",
      #Species == "L_pla" ~ "L. platyrhincus",
      #Species == "M_sal" ~ "M. salmoides",
      Species == "N_gyr" ~ "N. gyrinus"
      #Species == "P_lat" ~ "P. latipinna",
      #Species == "T_mar" ~ "P. mariae"
      )) %>% 
  filter(!is.na(`Percent Change`)) %>% 
  mutate(across(where(is.numeric), round, digits = 2)) %>% 
  select(Invasion_Status, Season, Species, `Size Class`, Marsh, Pond, `Marsh < Pond`, 
         Direction, `Percent Change`)
```

#### Pre-Invasion Marsh vs Pond Dry Season Comparisons
```{r}
#reformat data to have only pre-invasion Dry-season pond-marsh comparisons
#diagonal will be comparisons within a size class
pre.marsh.pond.Dry.direct.pairwise <- pre.post.pairwise %>% as.data.frame() %>% 
  rownames_to_column(var = "Invasion_Status_Spp") %>% 
  filter(grepl("Pre", Invasion_Status_Spp)) %>% 
  separate(Invasion_Status_Spp, into = c("Invasion_Status", "Species"), sep = "[//.]") %>% 
  mutate(Invasion_Status  = gsub("\\[[[0-9]+] ", "", Invasion_Status)) %>% 
  separate(Invasion_Status, into = c("Habitat", "Season", "Invasion_Status")) %>% 
  filter(Habitat == "Marsh", Season == "Dry") %>% 
  arrange(Species) %>% 
  select(-c(Habitat)) %>% 
  unite("Invasion_Season_Spp", c(Invasion_Status, Season, Species), sep = "_") %>% 
  column_to_rownames(var = "Invasion_Season_Spp") %>% 
  t() %>% as.data.frame() %>% 
  rownames_to_column(var = "Invasion_Status_Spp") %>% 
  filter(grepl("Pre", Invasion_Status_Spp)) %>% 
  separate(Invasion_Status_Spp, into = c("Invasion_Status", "Species"), sep = "[//.]") %>% 
  arrange(Species) %>% 
  mutate(Invasion_Status  = gsub("\\[[[0-9]+] ", "", Invasion_Status)) %>% 
  separate(Invasion_Status, into = c("Habitat", "Season", "Invasion_Status")) %>% 
  filter(Habitat == "Pond", Season == "Dry") %>% 
  select(-c(Habitat)) %>% 
  unite("Invasion_Season_Spp", c(Invasion_Status, Season, Species), sep = "_") %>% 
  filter(Invasion_Season_Spp %in% colnames(.)) %>% 
  column_to_rownames(var = "Invasion_Season_Spp") %>% 
  t() %>% as.data.frame() %>%  
  rownames_to_column(var = "Invasion_Season_Spp") %>% 
  filter(Invasion_Season_Spp %in% colnames(.)) %>% 
  mutate(Habitat = "Pond") %>% 
  unite("Habitat_Invasion_Season_Spp", c(Habitat, Invasion_Season_Spp)) %>% 
  column_to_rownames(var = "Habitat_Invasion_Season_Spp") %>% 
  t() %>% as.data.frame() %>% 
  mutate(Habitat = "Marsh") %>% 
  rownames_to_column(var = "Invasion_Season_Spp") %>% 
  unite("Habitat_Invasion_Season_Spp", c(Habitat, Invasion_Season_Spp)) %>% 
  column_to_rownames(var = "Habitat_Invasion_Season_Spp")

#isolate comparisons within a spp size class
#reformat data
#calculate % change
pre.marsh.pond.Dry.direct.spp.pairwise <- pre.marsh.pond.Dry.direct.pairwise %>% as.matrix() %>% 
  diag() %>% as.data.frame() %>% 
  mutate(Species = rownames(pre.marsh.pond.Dry.direct.pairwise)) %>% 
  separate(Species, into = c("Habitat", "Invasion_Status", "Season", "Genus", "Species"), sep = "_") %>% 
  unite("Species", c(Genus, Species), sep = "_") %>% 
  merge(., pre.post.modes.wide, by = "Species") %>% 
  select(Species, ".", `Marsh_Dry_Pre-Invasion`, `Pond_Dry_Pre-Invasion`) %>% 
  rename(`Marsh < Pond` = ".") %>% 
  distinct(Species, .keep_all = T) %>% 
  separate(Species, into = c("Species", "Size Class"), sep = "(?<=[A-Za-z])(?=[0-9])") %>% 
  pivot_longer(cols = contains("Invasion"), names_to = "Habitat_Season_Invasion", values_to = "Mode") %>% 
  separate(Habitat_Season_Invasion, into = c("Habitat", "Season", "Invasion_Status")) %>% 
  pivot_wider(names_from = "Habitat", values_from = "Mode") %>% 
  mutate(#`Pre > Post` = 1 - `Pre < Post`,
    Direction = case_when(
      `Marsh < Pond` >= 0.95 ~ "Increase",
      `Marsh < Pond` < 0.05 ~ "Decrease",
      `Marsh < Pond` > 0.05 | `Marsh < Pond` < 0.95 ~ "No Change"),
    `Percent Change` = ((Pond-Marsh)/Marsh)*100,
    Species = case_when(
      Species == "A_nat" ~ "A. natalis",
      #Species == "C_uro" ~ "M. urophthalmus",
      Species == "E_eve" ~ "E. evergladei",
      #Species == "E_glo" ~ "E. gloriosus",
      Species == "F_chr" ~ "F. chrysotus",
      #Species == "F_con" ~ "F. confluentus",
      Species == "G_hol" ~ "G. holbrooki",
      Species == "H_for" ~ "H. formosa",
      #Species == "J_flo" ~ "J. floridae",
      #Species == "L_goo" ~ "L. goodei",
     # Species == "L_gul" ~ "L. gulosus",
      #Species == "L_mac" ~ "L. macrochirus",
      Species == "L_mar" ~ "L. marginatus",
      #Species == "L_mic" ~ "L. microlophus",
      Species == "L_pun" ~ "L. punctatus",
      #Species == "L_pla" ~ "L. platyrhincus",
      #Species == "M_sal" ~ "M. salmoides",
      Species == "N_gyr" ~ "N. gyrinus",
      Species == "P_lat" ~ "P. latipinna"
      #Species == "T_mar" ~ "P. mariae"
    )) %>% 
  filter(!is.na(`Percent Change`)) %>% 
  mutate(across(where(is.numeric), round, digits = 2)) %>% 
  select(Invasion_Status, Season, Species, `Size Class`, Marsh, Pond, `Marsh < Pond`, 
         Direction, `Percent Change`)
```

#### Pre-Invasion Wet vs Dry Marsh Comparisons
```{r}
#reformat data to have only pre-invasion wet-season pond-marsh comparisons
#diagonal will be comparisons within a size class
pre.marsh.wet.dry.direct.pairwise <- pre.post.pairwise %>% as.data.frame() %>% 
  rownames_to_column(var = "Invasion_Status_Spp") %>% 
  filter(grepl("Pre", Invasion_Status_Spp)) %>% 
  separate(Invasion_Status_Spp, into = c("Invasion_Status", "Species"), sep = "[//.]") %>% 
  mutate(Invasion_Status  = gsub("\\[[[0-9]+] ", "", Invasion_Status)) %>% 
  separate(Invasion_Status, into = c("Habitat", "Season", "Invasion_Status")) %>% 
  filter(Habitat == "Marsh", Season == "Wet") %>% 
  arrange(Species) %>% 
  select(-c(Season)) %>% 
  unite("Invasion_Habitat_Spp", c(Invasion_Status, Habitat, Species), sep = "_") %>% 
  column_to_rownames(var = "Invasion_Habitat_Spp") %>% 
  t() %>% as.data.frame() %>% 
  rownames_to_column(var = "Invasion_Status_Spp") %>% 
  filter(grepl("Pre", Invasion_Status_Spp)) %>% 
  separate(Invasion_Status_Spp, into = c("Invasion_Status", "Species"), sep = "[//.]") %>% 
  arrange(Species) %>% 
  mutate(Invasion_Status  = gsub("\\[[[0-9]+] ", "", Invasion_Status)) %>% 
  separate(Invasion_Status, into = c("Habitat", "Season", "Invasion_Status")) %>% 
  filter(Habitat == "Marsh", Season == "Dry") %>% 
  select(-c(Season)) %>% 
  unite("Invasion_Habitat_Spp", c(Invasion_Status, Habitat, Species), sep = "_") %>% 
  filter(Invasion_Habitat_Spp %in% colnames(.)) %>% 
  column_to_rownames(var = "Invasion_Habitat_Spp") %>% 
  t() %>% as.data.frame() %>%  
  rownames_to_column(var = "Invasion_Habitat_Spp") %>% 
  filter(Invasion_Habitat_Spp %in% colnames(.)) %>% 
  mutate(Season = "Dry") %>% 
  unite("Season_Invasion_Habitat_Spp", c(Season, Invasion_Habitat_Spp)) %>% 
  column_to_rownames(var = "Season_Invasion_Habitat_Spp") %>% 
  t() %>% as.data.frame() %>% 
  mutate(Season = "Wet") %>% 
  rownames_to_column(var = "Invasion_Habitat_Spp") %>% 
  unite("Season_Invasion_Habitat_Spp", c(Season, Invasion_Habitat_Spp)) %>% 
  column_to_rownames(var = "Season_Invasion_Habitat_Spp")

#isolate comparisons within a spp size class
#reformat data
#calculate % change
pre.marsh.wet.dry.direct.spp.pairwise <- pre.marsh.wet.dry.direct.pairwise %>% as.matrix() %>% 
  diag() %>% as.data.frame() %>% 
  mutate(Species = rownames(pre.marsh.wet.dry.direct.pairwise)) %>% 
  separate(Species, into = c("Habitat", "Invasion_Status", "Season", "Genus", "Species"), sep = "_") %>% 
  unite("Species", c(Genus, Species), sep = "_") %>% 
  merge(., pre.post.modes.wide, by = "Species") %>% 
  select(Species, ".", `Marsh_Wet_Pre-Invasion`, `Marsh_Dry_Pre-Invasion`) %>% 
  rename(`Wet < Dry` = ".") %>% 
  distinct(Species, .keep_all = T) %>% 
  separate(Species, into = c("Species", "Size Class"), sep = "(?<=[A-Za-z])(?=[0-9])") %>% 
  pivot_longer(cols = contains("Invasion"), names_to = "Habitat_Season_Invasion", values_to = "Mode") %>% 
  separate(Habitat_Season_Invasion, into = c("Habitat", "Season", "Invasion_Status")) %>% 
  pivot_wider(names_from = "Season", values_from = "Mode") %>% 
  mutate(#`Pre > Post` = 1 - `Pre < Post`,
    Direction = case_when(
      `Wet < Dry` >= 0.95 ~ "Increase",
      `Wet < Dry` < 0.05 ~ "Decrease",
      `Wet < Dry` > 0.05 | `Wet < Dry` < 0.95 ~ "No Change"),
    `Percent Change` = ((Dry-Wet)/Wet)*100,
    Species = case_when(
      Species == "A_nat" ~ "A. natalis",
      Species == "C_var" ~ "C. variegatus",
      #Species == "C_uro" ~ "M. urophthalmus",
      Species == "E_eve" ~ "E. evergladei",
      Species == "E_glo" ~ "E. gloriosus",
      Species == "F_chr" ~ "F. chrysotus",
      Species == "F_con" ~ "F. confluentus",
      Species == "G_hol" ~ "G. holbrooki",
      Species == "H_for" ~ "H. formosa",
      Species == "J_flo" ~ "J. floridae",
      Species == "L_goo" ~ "L. goodei",
      #Species == "L_gul" ~ "L. gulosus",
      #Species == "L_mac" ~ "L. macrochirus",
      Species == "L_mar" ~ "L. marginatus",
      #Species == "L_mic" ~ "L. microlophus",
      Species == "L_pun" ~ "L. punctatus",
      #Species == "L_pla" ~ "L. platyrhincus",
      #Species == "M_sal" ~ "M. salmoides",
      Species == "N_gyr" ~ "N. gyrinus",
      Species == "P_lat" ~ "P. latipinna"
      #Species == "T_mar" ~ "P. mariae"
    )) %>% 
  filter(!is.na(`Percent Change`)) %>% 
  mutate(across(where(is.numeric), round, digits = 2)) %>% 
  select(Invasion_Status, Habitat, Species, `Size Class`, Wet, Dry, `Wet < Dry`, 
         Direction, `Percent Change`)
```

#### Pre-Invasion Wet vs Dry Pond Comparisons
```{r}
#reformat data to have only pre-invasion wet-season pond-Pond comparisons
#diagonal will be comparisons within a size class
pre.pond.wet.dry.direct.pairwise <- pre.post.pairwise %>% as.data.frame() %>% 
  rownames_to_column(var = "Invasion_Status_Spp") %>% 
  filter(grepl("Pre", Invasion_Status_Spp)) %>% 
  separate(Invasion_Status_Spp, into = c("Invasion_Status", "Species"), sep = "[//.]") %>% 
  mutate(Invasion_Status  = gsub("\\[[[0-9]+] ", "", Invasion_Status)) %>% 
  separate(Invasion_Status, into = c("Habitat", "Season", "Invasion_Status")) %>% 
  filter(Habitat == "Pond", Season == "Wet") %>% 
  arrange(Species) %>% 
  select(-c(Season)) %>% 
  unite("Invasion_Habitat_Spp", c(Invasion_Status, Habitat, Species), sep = "_") %>% 
  column_to_rownames(var = "Invasion_Habitat_Spp") %>% 
  t() %>% as.data.frame() %>% 
  rownames_to_column(var = "Invasion_Status_Spp") %>% 
  filter(grepl("Pre", Invasion_Status_Spp)) %>% 
  separate(Invasion_Status_Spp, into = c("Invasion_Status", "Species"), sep = "[//.]") %>% 
  arrange(Species) %>% 
  mutate(Invasion_Status  = gsub("\\[[[0-9]+] ", "", Invasion_Status)) %>% 
  separate(Invasion_Status, into = c("Habitat", "Season", "Invasion_Status")) %>% 
  filter(Habitat == "Pond", Season == "Dry") %>% 
  select(-c(Season)) %>% 
  unite("Invasion_Habitat_Spp", c(Invasion_Status, Habitat, Species), sep = "_") %>% 
  filter(Invasion_Habitat_Spp %in% colnames(.)) %>% 
  column_to_rownames(var = "Invasion_Habitat_Spp") %>% 
  t() %>% as.data.frame() %>%  
  rownames_to_column(var = "Invasion_Habitat_Spp") %>% 
  filter(Invasion_Habitat_Spp %in% colnames(.)) %>% 
  mutate(Season = "Dry") %>% 
  unite("Season_Invasion_Habitat_Spp", c(Season, Invasion_Habitat_Spp)) %>% 
  column_to_rownames(var = "Season_Invasion_Habitat_Spp") %>% 
  t() %>% as.data.frame() %>% 
  mutate(Season = "Wet") %>% 
  rownames_to_column(var = "Invasion_Habitat_Spp") %>% 
  unite("Season_Invasion_Habitat_Spp", c(Season, Invasion_Habitat_Spp)) %>% 
  column_to_rownames(var = "Season_Invasion_Habitat_Spp")

#isolate comparisons within a spp size class
#reformat data
#calculate % change
pre.pond.wet.dry.direct.spp.pairwise <- pre.pond.wet.dry.direct.pairwise %>% as.matrix() %>% 
  diag() %>% as.data.frame() %>% 
  mutate(Species = rownames(pre.pond.wet.dry.direct.pairwise)) %>% 
  separate(Species, into = c("Habitat", "Invasion_Status", "Season", "Genus", "Species"), sep = "_") %>% 
  unite("Species", c(Genus, Species), sep = "_") %>% 
  merge(., pre.post.modes.wide, by = "Species") %>% 
  select(Species, ".", `Pond_Wet_Pre-Invasion`, `Pond_Dry_Pre-Invasion`) %>% 
  rename(`Wet < Dry` = ".") %>% 
  distinct(Species, .keep_all = T) %>% 
  separate(Species, into = c("Species", "Size Class"), sep = "(?<=[A-Za-z])(?=[0-9])") %>% 
  pivot_longer(cols = contains("Invasion"), names_to = "Habitat_Season_Invasion", values_to = "Mode") %>% 
  separate(Habitat_Season_Invasion, into = c("Habitat", "Season", "Invasion_Status")) %>% 
  pivot_wider(names_from = "Season", values_from = "Mode") %>% 
  mutate(#`Pre > Post` = 1 - `Pre < Post`,
    Direction = case_when(
      `Wet < Dry` >= 0.95 ~ "Increase",
      `Wet < Dry` < 0.05 ~ "Decrease",
      `Wet < Dry` > 0.05 | `Wet < Dry` < 0.95 ~ "No Change"),
    `Percent Change` = ((Dry-Wet)/Wet)*100,
    Species = case_when(
      Species == "A_nat" ~ "A. natalis",
      Species == "B_bel" ~ "B. belizanus",
      Species == "C_bat" ~ "C. batrachus",
      #Species == "C_var" ~ "C. variegatus",
      #Species == "C_uro" ~ "M. urophthalmus",
      Species == "E_eve" ~ "E. evergladei",
      #Species == "E_glo" ~ "E. gloriosus",
      Species == "F_chr" ~ "F. chrysotus",
      #Species == "F_con" ~ "F. confluentus",
      Species == "G_hol" ~ "G. holbrooki",
      Species == "H_for" ~ "H. formosa",
      #Species == "J_flo" ~ "J. floridae",
      #Species == "L_goo" ~ "L. goodei",
      Species == "L_gul" ~ "L. gulosus",
      Species == "L_mac" ~ "L. macrochirus",
      Species == "L_mar" ~ "L. marginatus",
      #Species == "L_mic" ~ "L. microlophus",
      Species == "L_pun" ~ "L. punctatus",
      Species == "L_pla" ~ "L. platyrhincus",
      #Species == "M_sal" ~ "M. salmoides",
      Species == "N_gyr" ~ "N. gyrinus"
      #Species == "P_lat" ~ "P. latipinna"
      #Species == "T_mar" ~ "P. mariae"
    )) %>% 
  filter(!is.na(`Percent Change`)) %>% 
  mutate(across(where(is.numeric), round, digits = 2)) %>% 
  select(Invasion_Status, Habitat, Species, `Size Class`, Wet, Dry, `Wet < Dry`, 
         Direction, `Percent Change`)
```

#### Post-Invasion Marsh vs Pond Wet Seaosn Comparisons
```{r}
#reformat data to have only Post-invasion wet-season pond-marsh comparisons
#diagonal will be comparisons within a size class
post.marsh.pond.wet.direct.pairwise <- pre.post.pairwise %>% as.data.frame() %>% 
  rownames_to_column(var = "Invasion_Status_Spp") %>% 
  filter(grepl("Post", Invasion_Status_Spp)) %>% 
  separate(Invasion_Status_Spp, into = c("Invasion_Status", "Species"), sep = "[//.]") %>% 
  mutate(Invasion_Status  = gsub("\\[[[0-9]+] ", "", Invasion_Status)) %>% 
  separate(Invasion_Status, into = c("Habitat", "Season", "Invasion_Status")) %>% 
  filter(Habitat == "Marsh", Season == "Wet") %>% 
  arrange(Species) %>% 
  select(-c(Habitat)) %>% 
  unite("Invasion_Season_Spp", c(Invasion_Status, Season, Species), sep = "_") %>% 
  column_to_rownames(var = "Invasion_Season_Spp") %>% 
  t() %>% as.data.frame() %>% 
  rownames_to_column(var = "Invasion_Status_Spp") %>% 
  filter(grepl("Post", Invasion_Status_Spp)) %>% 
  separate(Invasion_Status_Spp, into = c("Invasion_Status", "Species"), sep = "[//.]") %>% 
  arrange(Species) %>% 
  mutate(Invasion_Status  = gsub("\\[[[0-9]+] ", "", Invasion_Status)) %>% 
  separate(Invasion_Status, into = c("Habitat", "Season", "Invasion_Status")) %>% 
  filter(Habitat == "Pond", Season == "Wet") %>% 
  select(-c(Habitat)) %>% 
  unite("Invasion_Season_Spp", c(Invasion_Status, Season, Species), sep = "_") %>% 
  filter(Invasion_Season_Spp %in% colnames(.)) %>% 
  column_to_rownames(var = "Invasion_Season_Spp") %>% 
  t() %>% as.data.frame() %>%  
  rownames_to_column(var = "Invasion_Season_Spp") %>% 
  filter(Invasion_Season_Spp %in% colnames(.)) %>% 
  mutate(Habitat = "Pond") %>% 
  unite("Habitat_Invasion_Season_Spp", c(Habitat, Invasion_Season_Spp)) %>% 
  column_to_rownames(var = "Habitat_Invasion_Season_Spp") %>% 
  t() %>% as.data.frame() %>% 
  mutate(Habitat = "Marsh") %>% 
  rownames_to_column(var = "Invasion_Season_Spp") %>% 
  unite("Habitat_Invasion_Season_Spp", c(Habitat, Invasion_Season_Spp)) %>% 
  column_to_rownames(var = "Habitat_Invasion_Season_Spp")

#isolate comparisons within a spp size class
#reformat data
#calculate % change
post.marsh.pond.wet.direct.spp.pairwise <- post.marsh.pond.wet.direct.pairwise %>% as.matrix() %>% 
  diag() %>% as.data.frame() %>% 
  mutate(Species = rownames(post.marsh.pond.wet.direct.pairwise)) %>% 
  separate(Species, into = c("Habitat", "Invasion_Status", "Season", "Genus", "Species"), sep = "_") %>% 
  unite("Species", c(Genus, Species), sep = "_") %>% 
  merge(., pre.post.modes.wide, by = "Species") %>% 
  select(Species, ".", `Marsh_Wet_Post-Invasion`, `Pond_Wet_Post-Invasion`) %>% 
  rename(`Marsh < Pond` = ".") %>% 
  distinct(Species, .keep_all = T) %>% 
  separate(Species, into = c("Species", "Size Class"), sep = "(?<=[A-Za-z])(?=[0-9])") %>% 
  pivot_longer(cols = contains("Invasion"), names_to = "Habitat_Season_Invasion", values_to = "Mode") %>% 
  separate(Habitat_Season_Invasion, into = c("Habitat", "Season", "Invasion_Status")) %>% 
  pivot_wider(names_from = "Habitat", values_from = "Mode") %>% 
  mutate(#`Post > Post` = 1 - `Post < Post`,
    Direction = case_when(
      `Marsh < Pond` >= 0.95 ~ "Increase",
      `Marsh < Pond` < 0.05 ~ "Decrease",
      `Marsh < Pond` > 0.05 | `Marsh < Pond` < 0.95 ~ "No Change"),
    `Percent Change` = ((Pond-Marsh)/Marsh)*100,
    Species = case_when(
      #Species == "A_nat" ~ "A. natalis",
      Species == "C_uro" ~ "M. urophthalmus",
      #Species == "E_eve" ~ "E. evergladei",
      #Species == "E_glo" ~ "E. gloriosus",
      Species == "E_suc" ~ "E. sucetta",
      Species == "F_chr" ~ "F. chrysotus",
      #Species == "F_con" ~ "F. confluentus",
      Species == "G_hol" ~ "G. holbrooki",
      Species == "H_for" ~ "H. formosa",
      Species == "H_let" ~ "H. letourneuxi",
      Species == "J_flo" ~ "J. floridae",
      Species == "L_goo" ~ "L. goodei",
      Species == "L_gul" ~ "L. gulosus",
      Species == "L_mac" ~ "L. macrochirus",
      #Species == "L_mar" ~ "L. marginatus",
      Species == "L_mic" ~ "L. microlophus",
      Species == "L_pun" ~ "L. punctatus",
      #Species == "L_pla" ~ "L. platyrhincus",
      #Species == "M_sal" ~ "M. salmoides",
      Species == "N_gyr" ~ "N. gyrinus",
      Species == "O_aur" ~ "O. aureus"
      #Species == "P_lat" ~ "P. latipinna",
      #Species == "T_mar" ~ "P. mariae"
    )) %>% 
  filter(!is.na(`Percent Change`)) %>% 
  mutate(across(where(is.numeric), round, digits = 2)) %>% 
  select(Invasion_Status, Season, Species, `Size Class`, Marsh, Pond, `Marsh < Pond`, 
         Direction, `Percent Change`)

```

#### Post-Invasion Marsh vs Pond Dry Season Comparisons
```{r}
#reformat data to have only Post-invasion Dry-season pond-marsh comparisons
#diagonal will be comparisons within a size class
post.marsh.pond.dry.direct.pairwise <- pre.post.pairwise %>% as.data.frame() %>% 
  rownames_to_column(var = "Invasion_Status_Spp") %>% 
  filter(grepl("Post", Invasion_Status_Spp)) %>% 
  separate(Invasion_Status_Spp, into = c("Invasion_Status", "Species"), sep = "[//.]") %>% 
  mutate(Invasion_Status  = gsub("\\[[[0-9]+] ", "", Invasion_Status)) %>% 
  separate(Invasion_Status, into = c("Habitat", "Season", "Invasion_Status")) %>% 
  filter(Habitat == "Marsh", Season == "Dry") %>% 
  arrange(Species) %>% 
  select(-c(Habitat)) %>% 
  unite("Invasion_Season_Spp", c(Invasion_Status, Season, Species), sep = "_") %>% 
  column_to_rownames(var = "Invasion_Season_Spp") %>% 
  t() %>% as.data.frame() %>% 
  rownames_to_column(var = "Invasion_Status_Spp") %>% 
  filter(grepl("Post", Invasion_Status_Spp)) %>% 
  separate(Invasion_Status_Spp, into = c("Invasion_Status", "Species"), sep = "[//.]") %>% 
  arrange(Species) %>% 
  mutate(Invasion_Status  = gsub("\\[[[0-9]+] ", "", Invasion_Status)) %>% 
  separate(Invasion_Status, into = c("Habitat", "Season", "Invasion_Status")) %>% 
  filter(Habitat == "Pond", Season == "Dry") %>% 
  select(-c(Habitat)) %>% 
  unite("Invasion_Season_Spp", c(Invasion_Status, Season, Species), sep = "_") %>% 
  filter(Invasion_Season_Spp %in% colnames(.)) %>% 
  column_to_rownames(var = "Invasion_Season_Spp") %>% 
  t() %>% as.data.frame() %>%  
  rownames_to_column(var = "Invasion_Season_Spp") %>% 
  filter(Invasion_Season_Spp %in% colnames(.)) %>% 
  mutate(Habitat = "Pond") %>% 
  unite("Habitat_Invasion_Season_Spp", c(Habitat, Invasion_Season_Spp)) %>% 
  column_to_rownames(var = "Habitat_Invasion_Season_Spp") %>% 
  t() %>% as.data.frame() %>% 
  mutate(Habitat = "Marsh") %>% 
  rownames_to_column(var = "Invasion_Season_Spp") %>% 
  unite("Habitat_Invasion_Season_Spp", c(Habitat, Invasion_Season_Spp)) %>% 
  column_to_rownames(var = "Habitat_Invasion_Season_Spp")

#isolate comparisons within a spp size class
#reformat data
#calculate % change
post.marsh.pond.dry.direct.spp.pairwise <- post.marsh.pond.dry.direct.pairwise %>% as.matrix() %>% 
  diag() %>% as.data.frame() %>% 
  mutate(Species = rownames(post.marsh.pond.dry.direct.pairwise)) %>% 
  separate(Species, into = c("Habitat", "Invasion_Status", "Season", "Genus", "Species"), sep = "_") %>% 
  unite("Species", c(Genus, Species), sep = "_") %>% 
  merge(., pre.post.modes.wide, by = "Species") %>% 
  select(Species, ".", `Marsh_Dry_Post-Invasion`, `Pond_Dry_Post-Invasion`) %>% 
  rename(`Marsh < Pond` = ".") %>% 
  distinct(Species, .keep_all = T) %>% 
  separate(Species, into = c("Species", "Size Class"), sep = "(?<=[A-Za-z])(?=[0-9])") %>% 
  pivot_longer(cols = contains("Invasion"), names_to = "Habitat_Season_Invasion", values_to = "Mode") %>% 
  separate(Habitat_Season_Invasion, into = c("Habitat", "Season", "Invasion_Status")) %>% 
  pivot_wider(names_from = "Habitat", values_from = "Mode") %>% 
  mutate(#`Post > Post` = 1 - `Post < Post`,
    Direction = case_when(
      `Marsh < Pond` >= 0.95 ~ "Increase",
      `Marsh < Pond` < 0.05 ~ "Decrease",
      `Marsh < Pond` > 0.05 | `Marsh < Pond` < 0.95 ~ "No Change"),
    `Percent Change` = ((Pond-Marsh)/Marsh)*100,
    Species = case_when(
      #Species == "A_nat" ~ "A. natalis",
      #Species == "C_uro" ~ "M. urophthalmus",
      #Species == "E_eve" ~ "E. evergladei",
      #Species == "E_glo" ~ "E. gloriosus",
      Species == "F_chr" ~ "F. chrysotus",
      #Species == "F_con" ~ "F. confluentus",
      Species == "G_hol" ~ "G. holbrooki",
      Species == "H_for" ~ "H. formosa",
      Species == "H_lit" ~ "H. littorale", 
      #Species == "J_flo" ~ "J. floridae",
      Species == "L_goo" ~ "L. goodei",
      # Species == "L_gul" ~ "L. gulosus",
      #Species == "L_mac" ~ "L. macrochirus",
      Species == "L_mar" ~ "L. marginatus",
      #Species == "L_mic" ~ "L. microlophus",
      Species == "L_pun" ~ "L. punctatus"
      #Species == "L_pla" ~ "L. platyrhincus",
      #Species == "M_sal" ~ "M. salmoides",
      #Species == "N_gyr" ~ "N. gyrinus",
      #Species == "P_lat" ~ "P. latipinna"
      #Species == "T_mar" ~ "P. mariae"
    )) %>% 
  filter(!is.na(`Percent Change`)) %>% 
  mutate(across(where(is.numeric), round, digits = 2)) %>% 
  select(Invasion_Status, Season, Species, `Size Class`, Marsh, Pond, `Marsh < Pond`, 
         Direction, `Percent Change`)
```

#### Post-Invasion Wet vs Dry Marsh Comparisons
```{r}
#reformat data to have only Post-invasion wet-season pond-marsh comparisons
#diagonal will be comparisons within a size class
post.marsh.wet.dry.direct.pairwise <- pre.post.pairwise %>% as.data.frame() %>% 
  rownames_to_column(var = "Invasion_Status_Spp") %>% 
  filter(grepl("Post", Invasion_Status_Spp)) %>% 
  separate(Invasion_Status_Spp, into = c("Invasion_Status", "Species"), sep = "[//.]") %>% 
  mutate(Invasion_Status  = gsub("\\[[[0-9]+] ", "", Invasion_Status)) %>% 
  separate(Invasion_Status, into = c("Habitat", "Season", "Invasion_Status")) %>% 
  filter(Habitat == "Marsh", Season == "Wet") %>% 
  arrange(Species) %>% 
  select(-c(Season)) %>% 
  unite("Invasion_Habitat_Spp", c(Invasion_Status, Habitat, Species), sep = "_") %>% 
  column_to_rownames(var = "Invasion_Habitat_Spp") %>% 
  t() %>% as.data.frame() %>% 
  rownames_to_column(var = "Invasion_Status_Spp") %>% 
  filter(grepl("Post", Invasion_Status_Spp)) %>% 
  separate(Invasion_Status_Spp, into = c("Invasion_Status", "Species"), sep = "[//.]") %>% 
  arrange(Species) %>% 
  mutate(Invasion_Status  = gsub("\\[[[0-9]+] ", "", Invasion_Status)) %>% 
  separate(Invasion_Status, into = c("Habitat", "Season", "Invasion_Status")) %>% 
  filter(Habitat == "Marsh", Season == "Dry") %>% 
  select(-c(Season)) %>% 
  unite("Invasion_Habitat_Spp", c(Invasion_Status, Habitat, Species), sep = "_") %>% 
  filter(Invasion_Habitat_Spp %in% colnames(.)) %>% 
  column_to_rownames(var = "Invasion_Habitat_Spp") %>% 
  t() %>% as.data.frame() %>%  
  rownames_to_column(var = "Invasion_Habitat_Spp") %>% 
  filter(Invasion_Habitat_Spp %in% colnames(.)) %>% 
  mutate(Season = "Dry") %>% 
  unite("Season_Invasion_Habitat_Spp", c(Season, Invasion_Habitat_Spp)) %>% 
  column_to_rownames(var = "Season_Invasion_Habitat_Spp") %>% 
  t() %>% as.data.frame() %>% 
  mutate(Season = "Wet") %>% 
  rownames_to_column(var = "Invasion_Habitat_Spp") %>% 
  unite("Season_Invasion_Habitat_Spp", c(Season, Invasion_Habitat_Spp)) %>% 
  column_to_rownames(var = "Season_Invasion_Habitat_Spp")

#isolate comparisons within a spp size class
#reformat data
#calculate % change
post.marsh.wet.dry.direct.spp.pairwise <- post.marsh.wet.dry.direct.pairwise %>% as.matrix() %>% 
  diag() %>% as.data.frame() %>% 
  mutate(Species = rownames(post.marsh.wet.dry.direct.pairwise)) %>% 
  separate(Species, into = c("Habitat", "Invasion_Status", "Season", "Genus", "Species"), sep = "_") %>% 
  unite("Species", c(Genus, Species), sep = "_") %>% 
  merge(., pre.post.modes.wide, by = "Species") %>% 
  select(Species, ".", `Marsh_Wet_Post-Invasion`, `Marsh_Dry_Post-Invasion`) %>% 
  rename(`Wet < Dry` = ".") %>% 
  distinct(Species, .keep_all = T) %>% 
  separate(Species, into = c("Species", "Size Class"), sep = "(?<=[A-Za-z])(?=[0-9])") %>% 
  pivot_longer(cols = contains("Invasion"), names_to = "Habitat_Season_Invasion", values_to = "Mode") %>% 
  separate(Habitat_Season_Invasion, into = c("Habitat", "Season", "Invasion_Status")) %>% 
  pivot_wider(names_from = "Season", values_from = "Mode") %>% 
  mutate(#`Post > Post` = 1 - `Post < Post`,
    Direction = case_when(
      `Wet < Dry` >= 0.95 ~ "Increase",
      `Wet < Dry` < 0.05 ~ "Decrease",
      `Wet < Dry` > 0.05 | `Wet < Dry` < 0.95 ~ "No Change"),
    `Percent Change` = ((Dry-Wet)/Wet)*100,
    Species = case_when(
      #Species == "A_nat" ~ "A. natalis",
      #Species == "C_var" ~ "C. variegatus",
      Species == "C_uro" ~ "M. urophthalmus",
      #Species == "E_eve" ~ "E. evergladei",
      Species == "E_suc" ~ "E. sucetta", 
      #Species == "E_glo" ~ "E. gloriosus",
      Species == "F_chr" ~ "F. chrysotus",
      #Species == "F_con" ~ "F. confluentus",
      Species == "G_hol" ~ "G. holbrooki",
      Species == "H_for" ~ "H. formosa",
      Species == "H_let" ~ "H. letourneuxi",
      #Species == "J_flo" ~ "J. floridae",
      Species == "L_goo" ~ "L. goodei",
      #Species == "L_gul" ~ "L. gulosus",
      #Species == "L_mac" ~ "L. macrochirus",
      #Species == "L_mar" ~ "L. marginatus",
      #Species == "L_mic" ~ "L. microlophus",
      Species == "L_pun" ~ "L. punctatus"
      #Species == "L_pla" ~ "L. platyrhincus",
      #Species == "M_sal" ~ "M. salmoides",
      #Species == "N_gyr" ~ "N. gyrinus",
      #Species == "P_lat" ~ "P. latipinna"
      #Species == "T_mar" ~ "P. mariae"
    )) %>% 
  filter(!is.na(`Percent Change`)) %>% 
  mutate(across(where(is.numeric), round, digits = 2)) %>% 
  arrange(Species) %>% 
  select(Invasion_Status, Habitat, Species, `Size Class`, Wet, Dry, `Wet < Dry`, 
         Direction, `Percent Change`)
```

#### Post-Invasion Wet vs Dry Pond Comparisons
```{r}
#reformat data to have only Post-invasion wet-season pond-Pond comparisons
#diagonal will be comparisons within a size class
post.pond.wet.dry.direct.pairwise <- pre.post.pairwise %>% as.data.frame() %>% 
  rownames_to_column(var = "Invasion_Status_Spp") %>% 
  filter(grepl("Post", Invasion_Status_Spp)) %>% 
  separate(Invasion_Status_Spp, into = c("Invasion_Status", "Species"), sep = "[//.]") %>% 
  mutate(Invasion_Status  = gsub("\\[[[0-9]+] ", "", Invasion_Status)) %>% 
  separate(Invasion_Status, into = c("Habitat", "Season", "Invasion_Status")) %>% 
  filter(Habitat == "Pond", Season == "Wet") %>% 
  arrange(Species) %>% 
  select(-c(Season)) %>% 
  unite("Invasion_Habitat_Spp", c(Invasion_Status, Habitat, Species), sep = "_") %>% 
  column_to_rownames(var = "Invasion_Habitat_Spp") %>% 
  t() %>% as.data.frame() %>% 
  rownames_to_column(var = "Invasion_Status_Spp") %>% 
  filter(grepl("Post", Invasion_Status_Spp)) %>% 
  separate(Invasion_Status_Spp, into = c("Invasion_Status", "Species"), sep = "[//.]") %>% 
  arrange(Species) %>% 
  mutate(Invasion_Status  = gsub("\\[[[0-9]+] ", "", Invasion_Status)) %>% 
  separate(Invasion_Status, into = c("Habitat", "Season", "Invasion_Status")) %>% 
  filter(Habitat == "Pond", Season == "Dry") %>% 
  select(-c(Season)) %>% 
  unite("Invasion_Habitat_Spp", c(Invasion_Status, Habitat, Species), sep = "_") %>% 
  filter(Invasion_Habitat_Spp %in% colnames(.)) %>% 
  column_to_rownames(var = "Invasion_Habitat_Spp") %>% 
  t() %>% as.data.frame() %>%  
  rownames_to_column(var = "Invasion_Habitat_Spp") %>% 
  filter(Invasion_Habitat_Spp %in% colnames(.)) %>% 
  mutate(Season = "Dry") %>% 
  unite("Season_Invasion_Habitat_Spp", c(Season, Invasion_Habitat_Spp)) %>% 
  column_to_rownames(var = "Season_Invasion_Habitat_Spp") %>% 
  t() %>% as.data.frame() %>% 
  mutate(Season = "Wet") %>% 
  rownames_to_column(var = "Invasion_Habitat_Spp") %>% 
  unite("Season_Invasion_Habitat_Spp", c(Season, Invasion_Habitat_Spp)) %>% 
  column_to_rownames(var = "Season_Invasion_Habitat_Spp")

#isolate comparisons within a spp size class
#reformat data
#calculate % change
post.pond.wet.dry.direct.spp.pairwise <- post.pond.wet.dry.direct.pairwise %>% as.matrix() %>% 
  diag() %>% as.data.frame() %>% 
  mutate(Species = rownames(post.pond.wet.dry.direct.pairwise)) %>% 
  separate(Species, into = c("Habitat", "Invasion_Status", "Season", "Genus", "Species"), sep = "_") %>% 
  unite("Species", c(Genus, Species), sep = "_") %>% 
  merge(., pre.post.modes.wide, by = "Species") %>% 
  select(Species, ".", `Pond_Wet_Post-Invasion`, `Pond_Dry_Post-Invasion`) %>% 
  rename(`Wet < Dry` = ".") %>% 
  distinct(Species, .keep_all = T) %>% 
  separate(Species, into = c("Species", "Size Class"), sep = "(?<=[A-Za-z])(?=[0-9])") %>% 
  pivot_longer(cols = contains("Invasion"), names_to = "Habitat_Season_Invasion", values_to = "Mode") %>% 
  separate(Habitat_Season_Invasion, into = c("Habitat", "Season", "Invasion_Status")) %>% 
  pivot_wider(names_from = "Season", values_from = "Mode") %>% 
  mutate(#`Post > Post` = 1 - `Post < Post`,
    Direction = case_when(
      `Wet < Dry` >= 0.95 ~ "Increase",
      `Wet < Dry` < 0.05 ~ "Decrease",
      `Wet < Dry` > 0.05 | `Wet < Dry` < 0.95 ~ "No Change"),
    `Percent Change` = ((Dry-Wet)/Wet)*100,
    Species = case_when(
      #Species == "A_nat" ~ "A. natalis",
      #Species == "B_bel" ~ "B. belizanus",
      #Species == "C_bat" ~ "C. batrachus",
      #Species == "C_var" ~ "C. variegatus",
      #Species == "C_uro" ~ "M. urophthalmus",
      #Species == "E_eve" ~ "E. evergladei",
      #Species == "E_glo" ~ "E. gloriosus",
      Species == "F_chr" ~ "F. chrysotus",
      #Species == "F_con" ~ "F. confluentus",
      Species == "G_hol" ~ "G. holbrooki",
      Species == "H_for" ~ "H. formosa",
      #Species == "J_flo" ~ "J. floridae",
      Species == "L_goo" ~ "L. goodei",
      Species == "L_gul" ~ "L. gulosus",
      #Species == "L_mac" ~ "L. macrochirus",
      Species == "L_mar" ~ "L. marginatus",
      #Species == "L_mic" ~ "L. microlophus",
      Species == "L_pun" ~ "L. punctatus",
      Species == "L_pla" ~ "L. platyrhincus",
      #Species == "M_sal" ~ "M. salmoides",
      #Species == "N_gyr" ~ "N. gyrinus"
      Species == "P_lat" ~ "P. latipinna"
      #Species == "T_mar" ~ "P. mariae"
    )) %>% 
  filter(!is.na(`Percent Change`)) %>% 
  arrange(Species) %>% 
  mutate(across(where(is.numeric), round, digits = 2)) %>% 
  select(Invasion_Status, Habitat, Species, `Size Class`, Wet, Dry, `Wet < Dry`, 
         Direction, `Percent Change`)

```

### Plot Pre- vs Post-Invasion 
#### Trophic Niche Ellipses

Reformat data for plotting
```{r}
#reformat data to be able to make boxplots or violoin plots
#also isolating species size classes from habitat-season levels that are present both pre- and post-invasion
pre.post.plot.species <- pre.post.direct.spp.pairwise %>% 
  mutate(Species_Abr = case_when(
    Species == "A. natalis" ~ "A_nat",
    Species == "M. urophthalmus" ~ "C_uro",
    Species == "E. evergladei" ~ "E_eve",
    Species == "E. gloriosus" ~ "E_glo",
    Species == "F. chrysotus" ~ "F_chr",
    Species == "G. holbrooki" ~ "G_hol",
    Species == "H. formosa" ~ "H_for",
    Species == "J. floridae" ~ "J_flo",
    Species == "L. goodei" ~ "L_goo",
    Species == "L. gulosus" ~ "L_gul",
    Species == "L. macrochirus" ~ "L_mac",
    Species =="L. marginatus" ~ "L_mar",
    Species == "L. microlophus" ~ "L_mic",
    Species == "L. punctatus" ~ "L_pun",
    Species == "L. platyrhincus" ~ "L_pla",
    Species == "M. salmoides" ~ "M_sal",
    Species == "P. latipinna" ~ "P_lat",
    Species == "P. mariae" ~"T_mar")) %>% 
  unite("Habitat_Season", c(Habitat, Season), sep = "_") %>% 
  unite("Spp_Class", c(Species_Abr, `Size Class`), sep = "") %>% 
  unite("Plot_Levels", c(Habitat_Season, Spp_Class), sep = ".")

pre.post.plot.data <- pre.post.SEA.B %>% as.data.frame() %>% 
  pivot_longer(everything(), names_to = c("Invasion Status", "Species"), 
               names_sep = "[//.]", values_to = "SEA_B") %>% 
  separate(`Invasion Status`, into = c("Habitat", "Season", "Invasion Status"), "_") %>% 
  unite("Habitat_Season", c(Habitat, Season), sep = "_") %>% 
  unite(Habitat_Season_Spp, c(Habitat_Season, Species), sep = ".") %>% 
  filter(Habitat_Season_Spp %in% pre.post.plot.species$Plot_Levels) %>% 
  separate(Habitat_Season_Spp, into = c("Habitat_Season", "Species"), sep = "[//.]") %>% 
  separate(Habitat_Season, into = c("Habitat", "Season"), sep = "_")

```

Box plots
```{r}
#plot these data
windowsFonts(Times = windowsFont("Times New Roman"))

(pre.post.seab<-ggplot(pre.post.plot.data, aes(x = Species, y = SEA_B, fill = `Invasion Status`))+
    geom_boxplot(outlier.size = 0,outlier.alpha = 0, lwd = 0.1, alpha = 0.5)+
    facet_grid(Habitat~Season, scales = "free_x")+
    scale_color_viridis_d(aesthetics = "fill", option = "D", end = 0.75)+
    scale_y_continuous(limits = c(0, 2.5), expand = c(0.01, 0))+
    theme_bw(base_size = 12)+
    xlab(NULL)+
    ylab(expression("Stomach Content Niche Area - SEA"["b"]))+
    theme(text = element_text(family = "Times", size = 12),
          axis.text.x = element_text(angle = 45, vjust = 1.1, hjust = 1, size = 4),
          #panel.border = element_blank(), 
          #panel.grid.major = element_blank(),
          #panel.grid.minor = element_blank(), 
          axis.line = element_line(colour = "black"),
          axis.ticks.x = element_line(size = 0.05),
          axis.title = element_text(size = 12), axis.text.x.bottom = element_text(size = 7),
          axis.text.y = element_text(size = 7), axis.ticks.y = element_line(size = 0.2),
          legend.title = element_blank(), legend.text = element_text(size = 8),
          legend.key.size = unit(0.75, "line"))
  
)

ggsave(filename = "Figures/Stomach Contents/Trophic Niche/Pre-vs-Post-Invasion/pre_post_SEAb.tiff", 
       plot = pre.post.seab, 
       dpi = 300, width = 200, height = 100, units = "mm")
```

#### Frequency Histogram of Effect Sizes
##### Invasion Effect Sizes
Reformat data for plotting
```{r}
pre.post.stat.diff.guild <- pre.post.direct.spp.pairwise %>% 
  #filter(`Pre < Post` >= 0.95 | `Pre < Post` <= 0.05) %>% 
  mutate(Guild = case_when(
    Species %in% c("P. latipinna", "P. mariae") ~ "Detritivore",
    Species %in% c("E. evergladei", "E. gloriosus", "F. chrysotus", "L. goodei", "L. macrochirus",
                   "L. marginatus", "L. microlophus") ~ "Invertivore",
    Species == "L. gulosus" ~ "Mesopredator",
    Species %in% c("M. salmoides", "L. platyrhincus") ~ "Top Predator",
    Species %in% c("A. natalis", "G. holbrooki", "H. formosa", "J. floridae", "L. punctatus", 
                   "M. urophthalmus") ~ "Omnivore"
  ),
  `Statistically Different` = case_when(
    `Pre < Post` >= 0.95 | `Pre < Post` <= 0.05 ~ "Yes",
    T ~ "No"
  ))

```

Generate Plot
```{r}
windowsFonts(Times = windowsFont("Times New Roman"))

(pre.post.stat.diff.freq.hist <- ggplot(data = pre.post.stat.diff.guild, 
                                        aes(x = `Percent Change`, fill = Guild, color = `Statistically Different`))+
    geom_histogram(bins = 20)+
    facet_grid(Habitat ~ Season, scales = "free")+
    scale_fill_viridis_d(option = "C")+
    scale_color_viridis_d(option = "B", direction = -1)+
    scale_y_continuous(expand = c(0,0))+
    #scale_x_continuous()
    ylab("Number of Species Size Classes")+
    xlab("Trophic Dispersion - Percent Change in Trophic Niche Area")+
    theme_bw(base_size = 12)+
    theme(text = element_text(family = "Times", size = 12),
          #axis.text.x = element_text(angle = 45, vjust = 1.1, hjust = 1, size = 4),
          #panel.border = element_blank(), 
          #panel.grid.major = element_blank(),
          #panel.grid.minor = element_blank(), 
          axis.line = element_line(colour = "black"),
          axis.ticks.x = element_line(size = 0.05),
          axis.title = element_text(size = 12), axis.text.x.bottom = element_text(size = 7),
          axis.text.y = element_text(size = 7), axis.ticks.y = element_line(size = 0.2),
          #legend.title = element_blank(), 
          legend.text = element_text(size = 8)#,
          #legend.key.size = unit(0.75, "line")
          )

)

ggsave(filename = "Figures/Stomach Contents/Trophic Niche/Pre-vs-Post-Invasion/pre_post_SEAb_effect_size_freq_hist.tiff", 
       plot = pre.post.stat.diff.freq.hist, 
       dpi = 300, width = 200, height = 100, units = "mm")
```

##### Pre/Post Habitat Shift Effect Sizes
```{r}
pre.post.habitat.shifts <- bind_rows(pre.marsh.pond.wet.direct.spp.pairwise,
                                     pre.marsh.pond.Dry.direct.spp.pairwise,
                                     post.marsh.pond.wet.direct.spp.pairwise,
                                     post.marsh.pond.dry.direct.spp.pairwise) %>% 
  mutate(Guild = case_when(
    Species %in% c("P. latipinna", "P. mariae", "O. aureus") ~ "Detritivore",
    Species %in% c("E. evergladei", "E. gloriosus", "F. chrysotus", "L. goodei", "L. macrochirus",
                   "L. marginatus", "L. microlophus", "E. sucetta", "F. confluentus") ~ "Invertivore",
    Species == "L. gulosus" ~ "Mesopredator",
    Species %in% c("M. salmoides", "L. platyrhincus") ~ "Top Predator",
    Species %in% c("A. natalis", "G. holbrooki", "H. formosa", "J. floridae", "L. punctatus", 
                   "M. urophthalmus", "N. gyrinus", "H. letourneuxi", "H. littorale") ~ "Omnivore"
  )) %>% 
  mutate(Invasion_Status = case_when(
    Invasion_Status == "Pre" ~ "Pre-Invasion",
    Invasion_Status == "Post" ~ "Post-Invasion"
  )) %>% 
  rename(`Invasion Status` = Invasion_Status) %>% 
  filter(`Marsh < Pond` >= 0.95 | `Marsh < Pond` <= 0.05)

windowsFonts(Times = windowsFont("Times New Roman"))

(pre.post.habitat.freq.hist <- ggplot(data = pre.post.habitat.shifts, aes(x = `Percent Change`, fill = Guild))+
    geom_histogram(bins = 20)+
    facet_grid(`Invasion Status` ~ Season, scales = "free")+
    scale_fill_viridis_d(option = "C")+
    scale_y_continuous(expand = c(0,0))+
    #scale_x_continuous()
    ylab("Frequency")+
    theme_bw(base_size = 12)+
    theme(text = element_text(family = "Times", size = 12),
          #axis.text.x = element_text(angle = 45, vjust = 1.1, hjust = 1, size = 4),
          #panel.border = element_blank(), 
          #panel.grid.major = element_blank(),
          #panel.grid.minor = element_blank(), 
          axis.line = element_line(colour = "black"),
          axis.ticks.x = element_line(size = 0.05),
          axis.title = element_text(size = 12), axis.text.x.bottom = element_text(size = 7),
          axis.text.y = element_text(size = 7), axis.ticks.y = element_line(size = 0.2),
          legend.title = element_blank(), legend.text = element_text(size = 8)#,
          #legend.key.size = unit(0.75, "line")
    )
  
)

ggsave(filename = "Figures/Stomach Contents/Trophic Niche/Pre-vs-Post-Invasion/pre_post_SEAb_habitat_effect_size_freq_hist.tiff", 
       plot = pre.post.habitat.freq.hist, 
       dpi = 300, width = 200, height = 100, units = "mm")
```

##### Pre/Post Season Shift Effect Sizes
```{r}
pre.post.season.shifts <- bind_rows(pre.marsh.wet.dry.direct.spp.pairwise,
                                     pre.pond.wet.dry.direct.spp.pairwise,
                                     post.marsh.wet.dry.direct.spp.pairwise,
                                     post.pond.wet.dry.direct.spp.pairwise) %>% 
  mutate(Guild = case_when(
    Species %in% c("P. latipinna", "P. mariae", "O. aureus") ~ "Detritivore",
    Species %in% c("E. evergladei", "E. gloriosus", "F. chrysotus", "L. goodei", "L. macrochirus",
                   "L. marginatus", "L. microlophus", "E. sucetta", "F. confluentus") ~ "Invertivore",
    Species == "L. gulosus" ~ "Mesopredator",
    Species %in% c("M. salmoides", "L. platyrhincus", "B. belizanus") ~ "Top Predator",
    Species %in% c("A. natalis", "G. holbrooki", "H. formosa", "J. floridae", "L. punctatus", 
                   "M. urophthalmus", "N. gyrinus", "H. letourneuxi", "H. littorale", 
                   "C. batrachus", "C. variegatus") ~ "Omnivore"
  )) %>% 
  mutate(Invasion_Status = case_when(
    Invasion_Status == "Pre" ~ "Pre-Invasion",
    Invasion_Status == "Post" ~ "Post-Invasion"
  )) %>% 
  rename(`Invasion Status` = Invasion_Status) %>% 
  filter(`Wet < Dry` >= 0.95 | `Wet < Dry` <= 0.05)

windowsFonts(Times = windowsFont("Times New Roman"))

(pre.post.season.freq.hist <- ggplot(data = pre.post.season.shifts, aes(x = `Percent Change`, fill = Guild))+
    geom_histogram(bins = 20)+
    facet_grid(`Invasion Status` ~ Habitat, scales = "free")+
    scale_fill_viridis_d(option = "C")+
    scale_y_continuous(expand = c(0,0))+
    #scale_x_continuous()
    ylab("Frequency")+
    theme_bw(base_size = 12)+
    theme(text = element_text(family = "Times", size = 12),
          #axis.text.x = element_text(angle = 45, vjust = 1.1, hjust = 1, size = 4),
          #panel.border = element_blank(), 
          #panel.grid.major = element_blank(),
          #panel.grid.minor = element_blank(), 
          axis.line = element_line(colour = "black"),
          axis.ticks.x = element_line(size = 0.05),
          axis.title = element_text(size = 12), axis.text.x.bottom = element_text(size = 7),
          axis.text.y = element_text(size = 7), axis.ticks.y = element_line(size = 0.2),
          legend.title = element_blank(), legend.text = element_text(size = 8)#,
          #legend.key.size = unit(0.75, "line")
    )
  
)

ggsave(filename = "Figures/Stomach Contents/Trophic Niche/Pre-vs-Post-Invasion/pre_post_SEAb_season_effect_size_freq_hist.tiff", 
       plot = pre.post.season.freq.hist, 
       dpi = 300, width = 200, height = 100, units = "mm")
```

### Summary Metrics for Shifts in Trophic Niche Area
```{r}
#mean and sd of different shifts
#pre-invasion habitat
pre.habitat.shifts <- pre.post.habitat.shifts %>% 
  filter(`Invasion Status` == "Pre-Invasion")

mean(pre.habitat.shifts$`Percent Change`)
sd(pre.habitat.shifts$`Percent Change`)

#post-invasion habitat
post.habitat.shifts <- pre.post.habitat.shifts %>% 
  filter(`Invasion Status` == "Post-Invasion")

mean(post.habitat.shifts$`Percent Change`)
sd(post.habitat.shifts$`Percent Change`)

#pre-invasion frequency
nrow(pre.habitat.shifts)/nrow(
  bind_rows(pre.marsh.pond.wet.direct.spp.pairwise,
            pre.marsh.pond.Dry.direct.spp.pairwise)
)

#post-invasion frequency
nrow(post.habitat.shifts)/nrow(
  bind_rows(
            post.marsh.pond.wet.direct.spp.pairwise,
            post.marsh.pond.dry.direct.spp.pairwise)
)


#pre-invasion season
pre.season.shifts <- pre.post.season.shifts %>% 
  filter(`Invasion Status` == "Pre-Invasion")

mean(pre.season.shifts$`Percent Change`)
sd(pre.season.shifts$`Percent Change`)

#post-invasion season
post.season.shifts <- pre.post.season.shifts %>% 
  filter(`Invasion Status` == "Post-Invasion")

mean(post.season.shifts$`Percent Change`)
sd(post.season.shifts$`Percent Change`)

#pre-invasion frequency
nrow(pre.season.shifts)/nrow(
  bind_rows(pre.marsh.wet.dry.direct.spp.pairwise,
            pre.pond.wet.dry.direct.spp.pairwise)
)

#post-invasion frequency
nrow(post.season.shifts)/nrow(
  bind_rows(post.marsh.wet.dry.direct.spp.pairwise,
            post.pond.wet.dry.direct.spp.pairwise)
)

#overall spatiotemporal mean percent change
spatiotemporal.changes <- bind_rows(
  pre.post.season.shifts,
  pre.post.habitat.shifts
)

#average magnitude
mean(spatiotemporal.changes$`Percent Change`)
sd(spatiotemporal.changes$`Percent Change`)

#frequency
nrow(spatiotemporal.changes)/nrow(
  bind_rows(
    pre.marsh.wet.dry.direct.spp.pairwise,
    pre.pond.wet.dry.direct.spp.pairwise,
    post.marsh.wet.dry.direct.spp.pairwise,
    post.pond.wet.dry.direct.spp.pairwise,
    pre.marsh.pond.wet.direct.spp.pairwise,
    pre.marsh.pond.Dry.direct.spp.pairwise,
    post.marsh.pond.wet.direct.spp.pairwise,
    post.marsh.pond.dry.direct.spp.pairwise
  )
)

#post-invasion spatiotemporal
#magnitude
post.spatiotemporal.changes <- spatiotemporal.changes %>% 
  filter(`Invasion Status` == "Post-Invasion")

mean(post.spatiotemporal.changes$`Percent Change`)
sd(post.spatiotemporal.changes$`Percent Change`)

#frequency
nrow(post.spatiotemporal.changes)/
  nrow(
    bind_rows(
      post.marsh.wet.dry.direct.spp.pairwise,
      post.pond.wet.dry.direct.spp.pairwise,
      post.marsh.pond.wet.direct.spp.pairwise,
      post.marsh.pond.dry.direct.spp.pairwise
    ) 
  )

#pre-invasion spatiotemporal
pre.spatiotemporal.changes <- spatiotemporal.changes %>% 
  filter(`Invasion Status` == "Pre-Invasion")

mean(pre.spatiotemporal.changes$`Percent Change`)
sd(pre.spatiotemporal.changes$`Percent Change`)

#frequency
nrow(pre.spatiotemporal.changes)/
  nrow(
    bind_rows(
      pre.marsh.wet.dry.direct.spp.pairwise,
      pre.pond.wet.dry.direct.spp.pairwise,
      pre.marsh.pond.wet.direct.spp.pairwise,
      pre.marsh.pond.Dry.direct.spp.pairwise
    ) 
  )
```